Dataset statistics
| Number of variables | 36 |
|---|---|
| Number of observations | 136145 |
| Missing cells | 2202017 |
| Missing cells (%) | 44.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 37.4 MiB |
| Average record size in memory | 288.0 B |
Variable types
| Numeric | 16 |
|---|---|
| Text | 12 |
| Categorical | 7 |
| DateTime | 1 |
depth_chart_position is highly overall correlated with ngs_position and 1 other fields | High correlation |
entry_year is highly overall correlated with espn_id and 8 other fields | High correlation |
espn_id is highly overall correlated with entry_year and 8 other fields | High correlation |
fantasy_data_id is highly overall correlated with entry_year and 8 other fields | High correlation |
game_type is highly overall correlated with week | High correlation |
gsis_it_id is highly overall correlated with entry_year and 9 other fields | High correlation |
height is highly overall correlated with weight | High correlation |
jersey_number is highly overall correlated with ngs_position and 2 other fields | High correlation |
ngs_position is highly overall correlated with depth_chart_position and 4 other fields | High correlation |
pff_id is highly overall correlated with entry_year and 8 other fields | High correlation |
position is highly overall correlated with depth_chart_position and 2 other fields | High correlation |
rookie_year is highly overall correlated with entry_year and 8 other fields | High correlation |
rotowire_id is highly overall correlated with entry_year and 8 other fields | High correlation |
season is highly overall correlated with entry_year and 10 other fields | High correlation |
sleeper_id is highly overall correlated with entry_year and 8 other fields | High correlation |
status is highly overall correlated with ngs_position and 1 other fields | High correlation |
status_description_abbr is highly overall correlated with status | High correlation |
week is highly overall correlated with game_type | High correlation |
weight is highly overall correlated with height | High correlation |
yahoo_id is highly overall correlated with entry_year and 8 other fields | High correlation |
years_exp is highly overall correlated with gsis_it_id | High correlation |
status is highly imbalanced (76.1%) | Imbalance |
status_description_abbr is highly imbalanced (76.9%) | Imbalance |
position has 1510 (1.1%) missing values | Missing |
depth_chart_position has 30854 (22.7%) missing values | Missing |
birth_date has 2861 (2.1%) missing values | Missing |
college has 100526 (73.8%) missing values | Missing |
gsis_id has 53093 (39.0%) missing values | Missing |
espn_id has 113048 (83.0%) missing values | Missing |
sportradar_id has 112023 (82.3%) missing values | Missing |
yahoo_id has 113891 (83.7%) missing values | Missing |
rotowire_id has 111909 (82.2%) missing values | Missing |
pff_id has 113745 (83.5%) missing values | Missing |
pfr_id has 118709 (87.2%) missing values | Missing |
fantasy_data_id has 115259 (84.7%) missing values | Missing |
sleeper_id has 112839 (82.9%) missing values | Missing |
years_exp has 79743 (58.6%) missing values | Missing |
headshot_url has 2124 (1.6%) missing values | Missing |
esb_id has 53258 (39.1%) missing values | Missing |
gsis_it_id has 100174 (73.6%) missing values | Missing |
smart_id has 53283 (39.1%) missing values | Missing |
entry_year has 79743 (58.6%) missing values | Missing |
rookie_year has 79755 (58.6%) missing values | Missing |
draft_club has 100288 (73.7%) missing values | Missing |
ngs_position has 126663 (93.0%) missing values | Missing |
week has 79239 (58.2%) missing values | Missing |
game_type has 79239 (58.2%) missing values | Missing |
status_description_abbr has 85392 (62.7%) missing values | Missing |
football_name has 79259 (58.2%) missing values | Missing |
draft_number has 102533 (75.3%) missing values | Missing |
yahoo_id is highly skewed (γ1 = 28.15370803) | Skewed |
jersey_number has 65918 (48.4%) zeros | Zeros |
years_exp has 10884 (8.0%) zeros | Zeros |
Reproduction
| Analysis started | 2024-08-09 02:32:17.938423 |
|---|---|
| Analysis finished | 2024-08-09 02:32:50.095695 |
| Duration | 32.16 seconds |
| Software version | ydata-profiling vv4.9.0 |
| Download configuration | config.json |
season
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 105 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1991.1024 |
| Minimum | 1920 |
|---|---|
| Maximum | 2024 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 1920 |
|---|---|
| 5-th percentile | 1939 |
| Q1 | 1975 |
| median | 1996 |
| Q3 | 2013 |
| 95-th percentile | 2022 |
| Maximum | 2024 |
| Range | 104 |
| Interquartile range (IQR) | 38 |
Descriptive statistics
| Standard deviation | 25.49723 |
|---|---|
| Coefficient of variation (CV) | 0.012805585 |
| Kurtosis | -0.020367663 |
| Mean | 1991.1024 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | -0.80861948 |
| Sum | 2.7107864 × 108 |
| Variance | 650.10876 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 2018 | 3142 | 2.3% |
| 2022 | 3134 | 2.3% |
| 2019 | 3114 | 2.3% |
| 2023 | 3090 | 2.3% |
| 2017 | 3082 | 2.3% |
| 2020 | 3068 | 2.3% |
| 2016 | 3061 | 2.2% |
| 2021 | 2961 | 2.2% |
| 2024 | 2909 | 2.1% |
| 1987 | 2817 | 2.1% |
| Other values (95) | 105767 |
| Value | Count | Frequency (%) |
| 1920 | 369 | |
| 1921 | 467 | |
| 1922 | 412 | |
| 1923 | 427 | |
| 1924 | 413 | |
| 1925 | 495 | |
| 1926 | 551 | |
| 1927 | 318 | |
| 1928 | 231 | |
| 1929 | 293 |
| Value | Count | Frequency (%) |
| 2024 | 2909 | |
| 2023 | 3090 | |
| 2022 | 3134 | |
| 2021 | 2961 | |
| 2020 | 3068 | |
| 2019 | 3114 | |
| 2018 | 3142 | |
| 2017 | 3082 | |
| 2016 | 3061 | |
| 2015 | 2190 |
team
Text
| Distinct | 86 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 MiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.7576775 |
| Min length | 2 |
Characters and Unicode
| Total characters | 375444 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | AKR |
|---|---|
| 2nd row | AKR |
| 3rd row | AKR |
| 4th row | AKR |
| 5th row | AKR |
| Value | Count | Frequency (%) |
| gb | 5378 | 4.0% |
| det | 5185 | 3.8% |
| was | 5054 | 3.7% |
| phi | 4966 | 3.6% |
| pit | 4853 | 3.6% |
| sf | 4567 | 3.4% |
| buf | 4430 | 3.3% |
| nyg | 4388 | 3.2% |
| min | 4050 | 3.0% |
| kc | 4046 | 3.0% |
| Other values (76) | 89228 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 38141 | 10.2% |
| N | 34416 | 9.2% |
| I | 31134 | 8.3% |
| C | 24403 | 6.5% |
| T | 23594 | 6.3% |
| L | 23113 | 6.2% |
| E | 22534 | 6.0% |
| S | 21142 | 5.6% |
| D | 20004 | 5.3% |
| B | 19620 | 5.2% |
| Other values (16) | 117343 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 375444 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 38141 | 10.2% |
| N | 34416 | 9.2% |
| I | 31134 | 8.3% |
| C | 24403 | 6.5% |
| T | 23594 | 6.3% |
| L | 23113 | 6.2% |
| E | 22534 | 6.0% |
| S | 21142 | 5.6% |
| D | 20004 | 5.3% |
| B | 19620 | 5.2% |
| Other values (16) | 117343 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 375444 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 38141 | 10.2% |
| N | 34416 | 9.2% |
| I | 31134 | 8.3% |
| C | 24403 | 6.5% |
| T | 23594 | 6.3% |
| L | 23113 | 6.2% |
| E | 22534 | 6.0% |
| S | 21142 | 5.6% |
| D | 20004 | 5.3% |
| B | 19620 | 5.2% |
| Other values (16) | 117343 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 375444 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 38141 | 10.2% |
| N | 34416 | 9.2% |
| I | 31134 | 8.3% |
| C | 24403 | 6.5% |
| T | 23594 | 6.3% |
| L | 23113 | 6.2% |
| E | 22534 | 6.0% |
| S | 21142 | 5.6% |
| D | 20004 | 5.3% |
| B | 19620 | 5.2% |
| Other values (16) | 117343 |
position
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 28 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1510 |
| Missing (%) | 1.1% |
| Memory size | 1.0 MiB |
| OL | |
|---|---|
| DL | |
| DB | |
| RB | |
| WR | |
| Other values (23) |
Length
| Max length | 4 |
|---|---|
| Median length | 2 |
| Mean length | 1.9924537 |
| Min length | 1 |
Characters and Unicode
| Total characters | 268254 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | DL |
|---|---|
| 2nd row | DL |
| 3rd row | DL |
| 4th row | DL |
| 5th row | DL |
Common Values
| Value | Count | Frequency (%) |
| OL | 18563 | |
| DL | 16889 | |
| DB | 16744 | |
| RB | 16294 | |
| WR | 14504 | |
| LB | 13226 | |
| QB | 7361 | 5.4% |
| TE | 7096 | 5.2% |
| CB | 2752 | 2.0% |
| DE | 2277 | 1.7% |
| Other values (18) | 18929 |
Length
| Value | Count | Frequency (%) |
| ol | 18563 | |
| dl | 16889 | |
| db | 16744 | |
| rb | 16294 | |
| wr | 14504 | |
| lb | 13226 | |
| qb | 7361 | 5.5% |
| te | 7096 | 5.3% |
| cb | 2752 | 2.0% |
| de | 2277 | 1.7% |
| Other values (18) | 18929 |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 60767 | |
| L | 53123 | |
| D | 37504 | |
| R | 30810 | |
| O | 20744 | 7.7% |
| W | 14504 | 5.4% |
| T | 11222 | 4.2% |
| E | 10936 | 4.1% |
| Q | 7361 | 2.7% |
| S | 5780 | 2.2% |
| Other values (8) | 15503 | 5.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 268254 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| B | 60767 | |
| L | 53123 | |
| D | 37504 | |
| R | 30810 | |
| O | 20744 | 7.7% |
| W | 14504 | 5.4% |
| T | 11222 | 4.2% |
| E | 10936 | 4.1% |
| Q | 7361 | 2.7% |
| S | 5780 | 2.2% |
| Other values (8) | 15503 | 5.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 268254 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| B | 60767 | |
| L | 53123 | |
| D | 37504 | |
| R | 30810 | |
| O | 20744 | 7.7% |
| W | 14504 | 5.4% |
| T | 11222 | 4.2% |
| E | 10936 | 4.1% |
| Q | 7361 | 2.7% |
| S | 5780 | 2.2% |
| Other values (8) | 15503 | 5.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 268254 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| B | 60767 | |
| L | 53123 | |
| D | 37504 | |
| R | 30810 | |
| O | 20744 | 7.7% |
| W | 14504 | 5.4% |
| T | 11222 | 4.2% |
| E | 10936 | 4.1% |
| Q | 7361 | 2.7% |
| S | 5780 | 2.2% |
| Other values (8) | 15503 | 5.8% |
depth_chart_position
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 36 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 30854 |
| Missing (%) | 22.7% |
| Memory size | 1.0 MiB |
| WR | |
|---|---|
| RB | |
| DE | |
| DB | |
| G | |
| Other values (31) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 1.8953282 |
| Min length | 1 |
Characters and Unicode
| Total characters | 199561 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | E |
|---|---|
| 2nd row | E |
| 3rd row | E |
| 4th row | DG |
| 5th row | DG |
Common Values
| Value | Count | Frequency (%) |
| WR | 11329 | 8.3% |
| RB | 8279 | 6.1% |
| DE | 7241 | 5.3% |
| DB | 6843 | 5.0% |
| G | 6593 | 4.8% |
| LB | 6224 | 4.6% |
| QB | 5904 | 4.3% |
| DT | 5651 | 4.2% |
| OT | 5567 | 4.1% |
| CB | 5360 | 3.9% |
| Other values (26) | 36300 | |
| (Missing) | 30854 |
Length
| Value | Count | Frequency (%) |
| wr | 11329 | 10.8% |
| rb | 8279 | 7.9% |
| de | 7241 | 6.9% |
| db | 6843 | 6.5% |
| g | 6593 | 6.3% |
| lb | 6224 | 5.9% |
| qb | 5904 | 5.6% |
| dt | 5651 | 5.4% |
| ot | 5567 | 5.3% |
| cb | 5360 | 5.1% |
| Other values (26) | 36300 |
Most occurring characters
| Value | Count | Frequency (%) |
| B | 45325 | |
| D | 21382 | |
| R | 19609 | |
| T | 19476 | |
| E | 13811 | 6.9% |
| L | 13292 | 6.7% |
| W | 11476 | 5.8% |
| O | 9719 | 4.9% |
| C | 9688 | 4.9% |
| G | 8546 | 4.3% |
| Other values (10) | 27237 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 199561 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| B | 45325 | |
| D | 21382 | |
| R | 19609 | |
| T | 19476 | |
| E | 13811 | 6.9% |
| L | 13292 | 6.7% |
| W | 11476 | 5.8% |
| O | 9719 | 4.9% |
| C | 9688 | 4.9% |
| G | 8546 | 4.3% |
| Other values (10) | 27237 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 199561 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| B | 45325 | |
| D | 21382 | |
| R | 19609 | |
| T | 19476 | |
| E | 13811 | 6.9% |
| L | 13292 | 6.7% |
| W | 11476 | 5.8% |
| O | 9719 | 4.9% |
| C | 9688 | 4.9% |
| G | 8546 | 4.3% |
| Other values (10) | 27237 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 199561 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| B | 45325 | |
| D | 21382 | |
| R | 19609 | |
| T | 19476 | |
| E | 13811 | 6.9% |
| L | 13292 | 6.7% |
| W | 11476 | 5.8% |
| O | 9719 | 4.9% |
| C | 9688 | 4.9% |
| G | 8546 | 4.3% |
| Other values (10) | 27237 |
jersey_number
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 100 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 444 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.105217 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 65918 |
| Zeros (%) | 48.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4 |
| Q3 | 55 |
| 95-th percentile | 91 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 55 |
Descriptive statistics
| Standard deviation | 33.296363 |
|---|---|
| Coefficient of variation (CV) | 1.2284116 |
| Kurtosis | -0.85446153 |
| Mean | 27.105217 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.81616019 |
| Sum | 3678205 |
| Variance | 1108.6478 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 65918 | |
| 23 | 893 | 0.7% |
| 94 | 888 | 0.7% |
| 21 | 887 | 0.7% |
| 55 | 884 | 0.6% |
| 26 | 876 | 0.6% |
| 93 | 869 | 0.6% |
| 91 | 867 | 0.6% |
| 97 | 866 | 0.6% |
| 25 | 865 | 0.6% |
| Other values (90) | 61888 |
| Value | Count | Frequency (%) |
| 0 | 65918 | |
| 1 | 320 | 0.2% |
| 2 | 498 | 0.4% |
| 3 | 524 | 0.4% |
| 4 | 591 | 0.4% |
| 5 | 520 | 0.4% |
| 6 | 486 | 0.4% |
| 7 | 533 | 0.4% |
| 8 | 523 | 0.4% |
| 9 | 547 | 0.4% |
| Value | Count | Frequency (%) |
| 99 | 789 | |
| 98 | 859 | |
| 97 | 866 | |
| 96 | 850 | |
| 95 | 856 | |
| 94 | 888 | |
| 93 | 869 | |
| 92 | 800 | |
| 91 | 867 | |
| 90 | 832 |
status
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 27 |
| Missing (%) | < 0.1% |
| Memory size | 1.0 MiB |
| ACT | |
|---|---|
| RES | 8797 |
| CUT | 5736 |
| DEV | 3359 |
| INA | 1067 |
| Other values (15) | 3062 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 408354 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | ACT |
|---|---|
| 2nd row | ACT |
| 3rd row | ACT |
| 4th row | ACT |
| 5th row | ACT |
Common Values
| Value | Count | Frequency (%) |
| ACT | 114097 | |
| RES | 8797 | 6.5% |
| CUT | 5736 | 4.2% |
| DEV | 3359 | 2.5% |
| INA | 1067 | 0.8% |
| TRC | 993 | 0.7% |
| TRT | 834 | 0.6% |
| TRD | 509 | 0.4% |
| RET | 137 | 0.1% |
| UFA | 124 | 0.1% |
| Other values (10) | 465 | 0.3% |
Length
| Value | Count | Frequency (%) |
| act | 114097 | |
| res | 8797 | 6.5% |
| cut | 5736 | 4.2% |
| dev | 3359 | 2.5% |
| ina | 1067 | 0.8% |
| trc | 993 | 0.7% |
| trt | 834 | 0.6% |
| trd | 509 | 0.4% |
| ret | 137 | 0.1% |
| ufa | 124 | 0.1% |
| Other values (10) | 465 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 123259 | |
| C | 120826 | |
| A | 115291 | |
| E | 12348 | 3.0% |
| R | 11412 | 2.8% |
| S | 9080 | 2.2% |
| U | 6057 | 1.5% |
| D | 3868 | 0.9% |
| V | 3359 | 0.8% |
| N | 1253 | 0.3% |
| Other values (9) | 1601 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 408354 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| T | 123259 | |
| C | 120826 | |
| A | 115291 | |
| E | 12348 | 3.0% |
| R | 11412 | 2.8% |
| S | 9080 | 2.2% |
| U | 6057 | 1.5% |
| D | 3868 | 0.9% |
| V | 3359 | 0.8% |
| N | 1253 | 0.3% |
| Other values (9) | 1601 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 408354 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| T | 123259 | |
| C | 120826 | |
| A | 115291 | |
| E | 12348 | 3.0% |
| R | 11412 | 2.8% |
| S | 9080 | 2.2% |
| U | 6057 | 1.5% |
| D | 3868 | 0.9% |
| V | 3359 | 0.8% |
| N | 1253 | 0.3% |
| Other values (9) | 1601 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 408354 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| T | 123259 | |
| C | 120826 | |
| A | 115291 | |
| E | 12348 | 3.0% |
| R | 11412 | 2.8% |
| S | 9080 | 2.2% |
| U | 6057 | 1.5% |
| D | 3868 | 0.9% |
| V | 3359 | 0.8% |
| N | 1253 | 0.3% |
| Other values (9) | 1601 | 0.4% |
full_name
Text
| Distinct | 30621 |
|---|---|
| Distinct (%) | 22.5% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 1.0 MiB |
Length
| Max length | 29 |
|---|---|
| Median length | 26 |
| Mean length | 12.333669 |
| Min length | 6 |
Characters and Unicode
| Total characters | 1679155 |
|---|---|
| Distinct characters | 59 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 8742 ? |
|---|---|
| Unique (%) | 6.4% |
Sample
| 1st row | Scotty Bierce |
|---|---|
| 2nd row | Budge Garrett |
| 3rd row | George Johnson |
| 4th row | Al Nesser |
| 5th row | Tommy Tomlin |
| Value | Count | Frequency (%) |
| mike | 2907 | 1.1% |
| john | 2771 | 1.0% |
| jim | 2088 | 0.8% |
| johnson | 1854 | 0.7% |
| bob | 1848 | 0.7% |
| williams | 1847 | 0.7% |
| smith | 1832 | 0.7% |
| joe | 1784 | 0.7% |
| chris | 1694 | 0.6% |
| jones | 1528 | 0.6% |
| Other values (16742) | 253265 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 153151 | 9.1% |
| 137274 | 8.2% | |
| a | 124722 | 7.4% |
| n | 121092 | 7.2% |
| r | 117091 | 7.0% |
| o | 105484 | 6.3% |
| i | 95557 | 5.7% |
| l | 84474 | 5.0% |
| s | 66128 | 3.9% |
| t | 57022 | 3.4% |
| Other values (49) | 617160 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1679155 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 153151 | 9.1% |
| 137274 | 8.2% | |
| a | 124722 | 7.4% |
| n | 121092 | 7.2% |
| r | 117091 | 7.0% |
| o | 105484 | 6.3% |
| i | 95557 | 5.7% |
| l | 84474 | 5.0% |
| s | 66128 | 3.9% |
| t | 57022 | 3.4% |
| Other values (49) | 617160 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1679155 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 153151 | 9.1% |
| 137274 | 8.2% | |
| a | 124722 | 7.4% |
| n | 121092 | 7.2% |
| r | 117091 | 7.0% |
| o | 105484 | 6.3% |
| i | 95557 | 5.7% |
| l | 84474 | 5.0% |
| s | 66128 | 3.9% |
| t | 57022 | 3.4% |
| Other values (49) | 617160 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1679155 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 153151 | 9.1% |
| 137274 | 8.2% | |
| a | 124722 | 7.4% |
| n | 121092 | 7.2% |
| r | 117091 | 7.0% |
| o | 105484 | 6.3% |
| i | 95557 | 5.7% |
| l | 84474 | 5.0% |
| s | 66128 | 3.9% |
| t | 57022 | 3.4% |
| Other values (49) | 617160 |
first_name
Text
| Distinct | 5104 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 MiB |
Length
| Max length | 22 |
|---|---|
| Median length | 21 |
| Mean length | 5.8268464 |
| Min length | 1 |
Characters and Unicode
| Total characters | 793296 |
|---|---|
| Distinct characters | 58 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1031 ? |
|---|---|
| Unique (%) | 0.8% |
Sample
| 1st row | Bruce |
|---|---|
| 2nd row | Alfred |
| 3rd row | George |
| 4th row | Alfred |
| 5th row | John |
| Value | Count | Frequency (%) |
| john | 4026 | 3.0% |
| james | 3883 | 2.8% |
| robert | 3322 | 2.4% |
| michael | 3206 | 2.4% |
| william | 3017 | 2.2% |
| david | 2038 | 1.5% |
| charles | 1933 | 1.4% |
| thomas | 1708 | 1.3% |
| richard | 1649 | 1.2% |
| joseph | 1580 | 1.2% |
| Other values (5025) | 109980 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 82620 | 10.4% |
| a | 76033 | 9.6% |
| r | 65532 | 8.3% |
| n | 60473 | 7.6% |
| i | 49115 | 6.2% |
| o | 48384 | 6.1% |
| l | 43976 | 5.5% |
| h | 32325 | 4.1% |
| t | 28035 | 3.5% |
| s | 26593 | 3.4% |
| Other values (48) | 280210 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 793296 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 82620 | 10.4% |
| a | 76033 | 9.6% |
| r | 65532 | 8.3% |
| n | 60473 | 7.6% |
| i | 49115 | 6.2% |
| o | 48384 | 6.1% |
| l | 43976 | 5.5% |
| h | 32325 | 4.1% |
| t | 28035 | 3.5% |
| s | 26593 | 3.4% |
| Other values (48) | 280210 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 793296 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 82620 | 10.4% |
| a | 76033 | 9.6% |
| r | 65532 | 8.3% |
| n | 60473 | 7.6% |
| i | 49115 | 6.2% |
| o | 48384 | 6.1% |
| l | 43976 | 5.5% |
| h | 32325 | 4.1% |
| t | 28035 | 3.5% |
| s | 26593 | 3.4% |
| Other values (48) | 280210 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 793296 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 82620 | 10.4% |
| a | 76033 | 9.6% |
| r | 65532 | 8.3% |
| n | 60473 | 7.6% |
| i | 49115 | 6.2% |
| o | 48384 | 6.1% |
| l | 43976 | 5.5% |
| h | 32325 | 4.1% |
| t | 28035 | 3.5% |
| s | 26593 | 3.4% |
| Other values (48) | 280210 |
last_name
Text
| Distinct | 12684 |
|---|---|
| Distinct (%) | 9.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 MiB |
Length
| Max length | 19 |
|---|---|
| Median length | 16 |
| Mean length | 6.411003 |
| Min length | 3 |
Characters and Unicode
| Total characters | 872826 |
|---|---|
| Distinct characters | 56 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3011 ? |
|---|---|
| Unique (%) | 2.2% |
Sample
| 1st row | Bierce |
|---|---|
| 2nd row | Garrett |
| 3rd row | Johnson |
| 4th row | Nesser |
| 5th row | Tomlin |
| Value | Count | Frequency (%) |
| williams | 1847 | 1.4% |
| johnson | 1845 | 1.4% |
| smith | 1830 | 1.3% |
| jones | 1528 | 1.1% |
| brown | 1400 | 1.0% |
| davis | 1017 | 0.7% |
| jackson | 881 | 0.6% |
| thomas | 877 | 0.6% |
| harris | 724 | 0.5% |
| wilson | 682 | 0.5% |
| Other values (12663) | 123973 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 84241 | 9.7% |
| n | 69418 | 8.0% |
| a | 67763 | 7.8% |
| r | 66314 | 7.6% |
| o | 64135 | 7.3% |
| l | 53377 | 6.1% |
| i | 51995 | 6.0% |
| s | 49782 | 5.7% |
| t | 36148 | 4.1% |
| h | 24076 | 2.8% |
| Other values (46) | 305577 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 872826 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 84241 | 9.7% |
| n | 69418 | 8.0% |
| a | 67763 | 7.8% |
| r | 66314 | 7.6% |
| o | 64135 | 7.3% |
| l | 53377 | 6.1% |
| i | 51995 | 6.0% |
| s | 49782 | 5.7% |
| t | 36148 | 4.1% |
| h | 24076 | 2.8% |
| Other values (46) | 305577 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 872826 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 84241 | 9.7% |
| n | 69418 | 8.0% |
| a | 67763 | 7.8% |
| r | 66314 | 7.6% |
| o | 64135 | 7.3% |
| l | 53377 | 6.1% |
| i | 51995 | 6.0% |
| s | 49782 | 5.7% |
| t | 36148 | 4.1% |
| h | 24076 | 2.8% |
| Other values (46) | 305577 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 872826 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 84241 | 9.7% |
| n | 69418 | 8.0% |
| a | 67763 | 7.8% |
| r | 66314 | 7.6% |
| o | 64135 | 7.3% |
| l | 53377 | 6.1% |
| i | 51995 | 6.0% |
| s | 49782 | 5.7% |
| t | 36148 | 4.1% |
| h | 24076 | 2.8% |
| Other values (46) | 305577 |
birth_date
Date
MISSING 
| Distinct | 19609 |
|---|---|
| Distinct (%) | 14.7% |
| Missing | 2861 |
| Missing (%) | 2.1% |
| Memory size | 1.0 MiB |
| Minimum | 1875-04-25 00:00:00 |
|---|---|
| Maximum | 2004-01-20 00:00:00 |
height
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 23 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 440 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73.758358 |
| Minimum | 61 |
|---|---|
| Maximum | 84 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 61 |
|---|---|
| 5-th percentile | 70 |
| Q1 | 72 |
| median | 74 |
| Q3 | 76 |
| 95-th percentile | 78 |
| Maximum | 84 |
| Range | 23 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.5331122 |
|---|---|
| Coefficient of variation (CV) | 0.034343392 |
| Kurtosis | -0.2949307 |
| Mean | 73.758358 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.13493979 |
| Sum | 10009378 |
| Variance | 6.4166574 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 74 | 20380 | |
| 75 | 19588 | |
| 73 | 17861 | |
| 72 | 16008 | |
| 76 | 15804 | |
| 71 | 11752 | |
| 77 | 11203 | |
| 70 | 8520 | |
| 78 | 5317 | 3.9% |
| 69 | 3871 | 2.8% |
| Other values (13) | 5401 | 4.0% |
| Value | Count | Frequency (%) |
| 61 | 1 | < 0.1% |
| 63 | 2 | < 0.1% |
| 64 | 17 | < 0.1% |
| 65 | 46 | < 0.1% |
| 66 | 186 | 0.1% |
| 67 | 498 | 0.4% |
| 68 | 1727 | 1.3% |
| 69 | 3871 | 2.8% |
| 70 | 8520 | |
| 71 | 11752 |
| Value | Count | Frequency (%) |
| 84 | 1 | < 0.1% |
| 83 | 1 | < 0.1% |
| 82 | 11 | < 0.1% |
| 81 | 150 | 0.1% |
| 80 | 696 | 0.5% |
| 79 | 2065 | 1.5% |
| 78 | 5317 | 3.9% |
| 77 | 11203 | |
| 76 | 15804 | |
| 75 | 19588 |
weight
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 244 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 145 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 232.14927 |
| Minimum | 0 |
|---|---|
| Maximum | 1794 |
| Zeros | 16 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 180 |
| Q1 | 200 |
| median | 225 |
| Q3 | 255 |
| 95-th percentile | 314 |
| Maximum | 1794 |
| Range | 1794 |
| Interquartile range (IQR) | 55 |
Descriptive statistics
| Standard deviation | 42.131178 |
|---|---|
| Coefficient of variation (CV) | 0.18148314 |
| Kurtosis | 14.002883 |
| Mean | 232.14927 |
| Median Absolute Deviation (MAD) | 29 |
| Skewness | 0.92506254 |
| Sum | 31572301 |
| Variance | 1775.0362 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 190 | 4755 | 3.5% |
| 195 | 4218 | 3.1% |
| 200 | 4183 | 3.1% |
| 250 | 3772 | 2.8% |
| 210 | 3627 | 2.7% |
| 205 | 3492 | 2.6% |
| 220 | 3297 | 2.4% |
| 185 | 3293 | 2.4% |
| 215 | 3262 | 2.4% |
| 230 | 3220 | 2.4% |
| Other values (234) | 98881 |
| Value | Count | Frequency (%) |
| 0 | 16 | < 0.1% |
| 1 | 70 | |
| 18 | 1 | < 0.1% |
| 119 | 1 | < 0.1% |
| 135 | 2 | < 0.1% |
| 140 | 10 | < 0.1% |
| 142 | 4 | < 0.1% |
| 143 | 3 | < 0.1% |
| 144 | 2 | < 0.1% |
| 145 | 14 | < 0.1% |
| Value | Count | Frequency (%) |
| 1794 | 1 | < 0.1% |
| 410 | 2 | < 0.1% |
| 394 | 1 | < 0.1% |
| 390 | 1 | < 0.1% |
| 388 | 2 | < 0.1% |
| 384 | 1 | < 0.1% |
| 382 | 1 | < 0.1% |
| 380 | 13 | |
| 379 | 3 | < 0.1% |
| 378 | 2 | < 0.1% |
college
Text
MISSING 
| Distinct | 499 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 100526 |
| Missing (%) | 73.8% |
| Memory size | 1.0 MiB |
Length
| Max length | 28 |
|---|---|
| Median length | 24 |
| Mean length | 10.475055 |
| Min length | 3 |
Characters and Unicode
| Total characters | 373111 |
|---|---|
| Distinct characters | 59 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 53 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | South Dakota State |
|---|---|
| 2nd row | South Dakota State |
| 3rd row | Tennessee |
| 4th row | South Dakota State |
| 5th row | Michigan |
| Value | Count | Frequency (%) |
| state | 7476 | 13.9% |
| florida | 1818 | 3.4% |
| texas | 1635 | 3.0% |
| carolina | 1377 | 2.6% |
| michigan | 1260 | 2.3% |
| georgia | 1018 | 1.9% |
| north | 993 | 1.9% |
| tech | 974 | 1.8% |
| southern | 971 | 1.8% |
| virginia | 952 | 1.8% |
| Other values (420) | 35175 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 43587 | 11.7% |
| i | 30069 | 8.1% |
| e | 29222 | 7.8% |
| t | 29065 | 7.8% |
| o | 25349 | 6.8% |
| n | 24837 | 6.7% |
| r | 19655 | 5.3% |
| s | 19451 | 5.2% |
| 18030 | 4.8% | |
| l | 14252 | 3.8% |
| Other values (49) | 119594 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 373111 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 43587 | 11.7% |
| i | 30069 | 8.1% |
| e | 29222 | 7.8% |
| t | 29065 | 7.8% |
| o | 25349 | 6.8% |
| n | 24837 | 6.7% |
| r | 19655 | 5.3% |
| s | 19451 | 5.2% |
| 18030 | 4.8% | |
| l | 14252 | 3.8% |
| Other values (49) | 119594 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 373111 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 43587 | 11.7% |
| i | 30069 | 8.1% |
| e | 29222 | 7.8% |
| t | 29065 | 7.8% |
| o | 25349 | 6.8% |
| n | 24837 | 6.7% |
| r | 19655 | 5.3% |
| s | 19451 | 5.2% |
| 18030 | 4.8% | |
| l | 14252 | 3.8% |
| Other values (49) | 119594 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 373111 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 43587 | 11.7% |
| i | 30069 | 8.1% |
| e | 29222 | 7.8% |
| t | 29065 | 7.8% |
| o | 25349 | 6.8% |
| n | 24837 | 6.7% |
| r | 19655 | 5.3% |
| s | 19451 | 5.2% |
| 18030 | 4.8% | |
| l | 14252 | 3.8% |
| Other values (49) | 119594 |
gsis_id
Text
MISSING 
| Distinct | 17564 |
|---|---|
| Distinct (%) | 21.1% |
| Missing | 53093 |
| Missing (%) | 39.0% |
| Memory size | 1.0 MiB |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 830520 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 4113 ? |
|---|---|
| Unique (%) | 5.0% |
Sample
| 1st row | 00-0009716 |
|---|---|
| 2nd row | 00-0009716 |
| 3rd row | 00-0009716 |
| 4th row | 00-0015035 |
| 5th row | 00-0003094 |
| Value | Count | Frequency (%) |
| 00-0016098 | 26 | < 0.1% |
| 00-0002655 | 25 | < 0.1% |
| 00-0000282 | 25 | < 0.1% |
| 00-0016919 | 25 | < 0.1% |
| 00-0019641 | 24 | < 0.1% |
| 00-0000313 | 23 | < 0.1% |
| 00-0009584 | 23 | < 0.1% |
| 00-0019596 | 23 | < 0.1% |
| 00-0008961 | 22 | < 0.1% |
| 00-0005113 | 22 | < 0.1% |
| Other values (17554) | 82814 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 381551 | |
| - | 83052 | 10.0% |
| 2 | 60651 | 7.3% |
| 3 | 59347 | 7.1% |
| 1 | 50590 | 6.1% |
| 4 | 34381 | 4.1% |
| 6 | 34078 | 4.1% |
| 5 | 33468 | 4.0% |
| 7 | 32478 | 3.9% |
| 9 | 31717 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 830520 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 381551 | |
| - | 83052 | 10.0% |
| 2 | 60651 | 7.3% |
| 3 | 59347 | 7.1% |
| 1 | 50590 | 6.1% |
| 4 | 34381 | 4.1% |
| 6 | 34078 | 4.1% |
| 5 | 33468 | 4.0% |
| 7 | 32478 | 3.9% |
| 9 | 31717 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 830520 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 381551 | |
| - | 83052 | 10.0% |
| 2 | 60651 | 7.3% |
| 3 | 59347 | 7.1% |
| 1 | 50590 | 6.1% |
| 4 | 34381 | 4.1% |
| 6 | 34078 | 4.1% |
| 5 | 33468 | 4.0% |
| 7 | 32478 | 3.9% |
| 9 | 31717 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 830520 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 381551 | |
| - | 83052 | 10.0% |
| 2 | 60651 | 7.3% |
| 3 | 59347 | 7.1% |
| 1 | 50590 | 6.1% |
| 4 | 34381 | 4.1% |
| 6 | 34078 | 4.1% |
| 5 | 33468 | 4.0% |
| 7 | 32478 | 3.9% |
| 9 | 31717 | 3.8% |
espn_id
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 3807 |
|---|---|
| Distinct (%) | 16.5% |
| Missing | 113048 |
| Missing (%) | 83.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1858667.5 |
| Minimum | 1097 |
|---|---|
| Maximum | 4917635 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 1097 |
|---|---|
| 5-th percentile | 8416 |
| Q1 | 14297 |
| median | 2576480 |
| Q3 | 3124086 |
| 95-th percentile | 4242335 |
| Maximum | 4917635 |
| Range | 4916538 |
| Interquartile range (IQR) | 3109789 |
Descriptive statistics
| Standard deviation | 1732333.7 |
|---|---|
| Coefficient of variation (CV) | 0.93202992 |
| Kurtosis | -1.7543551 |
| Mean | 1858667.5 |
| Median Absolute Deviation (MAD) | 1666036 |
| Skewness | 0.0027841108 |
| Sum | 4.2929643 × 1010 |
| Variance | 3.00098 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1097 | 25 | < 0.1% |
| 2330 | 23 | < 0.1% |
| 2580 | 21 | < 0.1% |
| 8439 | 20 | < 0.1% |
| 1440 | 20 | < 0.1% |
| 5713 | 19 | < 0.1% |
| 4333 | 19 | < 0.1% |
| 6012 | 19 | < 0.1% |
| 2273 | 19 | < 0.1% |
| 11122 | 19 | < 0.1% |
| Other values (3797) | 22893 | 16.8% |
| (Missing) | 113048 |
| Value | Count | Frequency (%) |
| 1097 | 25 | |
| 1231 | 17 | |
| 1428 | 18 | |
| 1430 | 13 | |
| 1433 | 16 | |
| 1440 | 20 | |
| 1490 | 13 | |
| 1575 | 17 | |
| 1756 | 11 | |
| 1858 | 15 |
| Value | Count | Frequency (%) |
| 4917635 | 2 | |
| 4820592 | 1 | < 0.1% |
| 4820589 | 2 | |
| 4697815 | 3 | |
| 4697639 | 2 | |
| 4692025 | 1 | < 0.1% |
| 4689546 | 3 | |
| 4686470 | 1 | < 0.1% |
| 4686421 | 4 | |
| 4685721 | 1 | < 0.1% |
sportradar_id
Text
MISSING 
| Distinct | 4277 |
|---|---|
| Distinct (%) | 17.7% |
| Missing | 112023 |
| Missing (%) | 82.3% |
| Memory size | 1.0 MiB |
Length
| Max length | 36 |
|---|---|
| Median length | 36 |
| Mean length | 36 |
| Min length | 36 |
Characters and Unicode
| Total characters | 868392 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 135 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | 9ecf8040-10f9-4a5c-92da-1b4d77bd6760 |
|---|---|
| 2nd row | 382154cf-7cc6-494c-8426-9f78aa4c4b90 |
| 3rd row | 9ecf8040-10f9-4a5c-92da-1b4d77bd6760 |
| 4th row | a725e7c5-86df-4b5b-abe0-71b809be988d |
| 5th row | 382154cf-7cc6-494c-8426-9f78aa4c4b90 |
| Value | Count | Frequency (%) |
| 9ecf8040-10f9-4a5c-92da-1b4d77bd6760 | 25 | 0.1% |
| 41c44740-d0f6-44ab-8347-3b5d515e5ecf | 23 | 0.1% |
| bb5957e6-ce7d-47ab-8036-22191ffc1c44 | 21 | 0.1% |
| 0ce48193-e2fa-466e-a986-33f751add206 | 20 | 0.1% |
| e5247e5f-c4af-4a9b-8c7c-da75ef7fbf8d | 20 | 0.1% |
| c4b15bec-4adf-444a-bda1-5a07ade70abf | 19 | 0.1% |
| edaad8e3-62cd-4715-b225-0010ee9825a0 | 19 | 0.1% |
| 218d1644-603e-4da3-9ce1-48ce3927494f | 19 | 0.1% |
| 480277d1-47c9-44df-969e-038a84cd0fea | 19 | 0.1% |
| 46aab8e6-3ca9-4213-a6cb-87db90786f6b | 19 | 0.1% |
| Other values (4267) | 23918 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 96488 | 11.1% |
| 4 | 69201 | 8.0% |
| b | 51215 | 5.9% |
| 9 | 50744 | 5.8% |
| a | 50266 | 5.8% |
| 8 | 50063 | 5.8% |
| c | 46598 | 5.4% |
| f | 46564 | 5.4% |
| 1 | 45808 | 5.3% |
| 3 | 45595 | 5.3% |
| Other values (7) | 315850 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 868392 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| - | 96488 | 11.1% |
| 4 | 69201 | 8.0% |
| b | 51215 | 5.9% |
| 9 | 50744 | 5.8% |
| a | 50266 | 5.8% |
| 8 | 50063 | 5.8% |
| c | 46598 | 5.4% |
| f | 46564 | 5.4% |
| 1 | 45808 | 5.3% |
| 3 | 45595 | 5.3% |
| Other values (7) | 315850 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 868392 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| - | 96488 | 11.1% |
| 4 | 69201 | 8.0% |
| b | 51215 | 5.9% |
| 9 | 50744 | 5.8% |
| a | 50266 | 5.8% |
| 8 | 50063 | 5.8% |
| c | 46598 | 5.4% |
| f | 46564 | 5.4% |
| 1 | 45808 | 5.3% |
| 3 | 45595 | 5.3% |
| Other values (7) | 315850 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 868392 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| - | 96488 | 11.1% |
| 4 | 69201 | 8.0% |
| b | 51215 | 5.9% |
| 9 | 50744 | 5.8% |
| a | 50266 | 5.8% |
| 8 | 50063 | 5.8% |
| c | 46598 | 5.4% |
| f | 46564 | 5.4% |
| 1 | 45808 | 5.3% |
| 3 | 45595 | 5.3% |
| Other values (7) | 315850 |
yahoo_id
Real number (ℝ)
HIGH CORRELATION  MISSING  SKEWED 
| Distinct | 3960 |
|---|---|
| Distinct (%) | 17.8% |
| Missing | 113891 |
| Missing (%) | 83.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27720.702 |
| Minimum | 3727 |
|---|---|
| Maximum | 900125 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 3727 |
|---|---|
| 5-th percentile | 7799.95 |
| Q1 | 25871 |
| median | 29253 |
| Q3 | 31503 |
| 95-th percentile | 33697.4 |
| Maximum | 900125 |
| Range | 896398 |
| Interquartile range (IQR) | 5632 |
Descriptive statistics
| Standard deviation | 28553.077 |
|---|---|
| Coefficient of variation (CV) | 1.0300272 |
| Kurtosis | 858.54644 |
| Mean | 27720.702 |
| Median Absolute Deviation (MAD) | 2618 |
| Skewness | 28.153708 |
| Sum | 6.168965 × 108 |
| Variance | 8.1527823 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3727 | 25 | < 0.1% |
| 5228 | 23 | < 0.1% |
| 5479 | 21 | < 0.1% |
| 4269 | 20 | < 0.1% |
| 7200 | 20 | < 0.1% |
| 6947 | 19 | < 0.1% |
| 7122 | 19 | < 0.1% |
| 6243 | 19 | < 0.1% |
| 8565 | 19 | < 0.1% |
| 5171 | 19 | < 0.1% |
| Other values (3950) | 22050 | 16.2% |
| (Missing) | 113891 |
| Value | Count | Frequency (%) |
| 3727 | 25 | |
| 4256 | 18 | |
| 4269 | 20 | |
| 4416 | 17 | |
| 5046 | 19 | |
| 5171 | 19 | |
| 5228 | 23 | |
| 5448 | 14 | |
| 5477 | 14 | |
| 5479 | 21 |
| Value | Count | Frequency (%) |
| 900125 | 4 | |
| 900039 | 6 | |
| 900035 | 8 | |
| 900026 | 4 | |
| 40819 | 2 | < 0.1% |
| 40780 | 2 | < 0.1% |
| 40779 | 2 | < 0.1% |
| 40756 | 1 | < 0.1% |
| 40748 | 2 | < 0.1% |
| 40742 | 2 | < 0.1% |
rotowire_id
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 4295 |
|---|---|
| Distinct (%) | 17.7% |
| Missing | 111909 |
| Missing (%) | 82.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10436.626 |
| Minimum | 395 |
|---|---|
| Maximum | 36732 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 395 |
|---|---|
| 5-th percentile | 4345 |
| Q1 | 8029 |
| median | 10717.5 |
| Q3 | 13280.5 |
| 95-th percentile | 15877 |
| Maximum | 36732 |
| Range | 36337 |
| Interquartile range (IQR) | 5251.5 |
Descriptive statistics
| Standard deviation | 3630.6572 |
|---|---|
| Coefficient of variation (CV) | 0.34787652 |
| Kurtosis | -0.31653148 |
| Mean | 10436.626 |
| Median Absolute Deviation (MAD) | 2660.5 |
| Skewness | -0.25500371 |
| Sum | 2.5294208 × 108 |
| Variance | 13181672 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 395 | 25 | < 0.1% |
| 1350 | 23 | < 0.1% |
| 2178 | 21 | < 0.1% |
| 994 | 20 | < 0.1% |
| 4307 | 20 | < 0.1% |
| 1299 | 19 | < 0.1% |
| 2832 | 19 | < 0.1% |
| 3874 | 19 | < 0.1% |
| 5051 | 19 | < 0.1% |
| 7123 | 19 | < 0.1% |
| Other values (4285) | 24032 | 17.7% |
| (Missing) | 111909 |
| Value | Count | Frequency (%) |
| 395 | 25 | |
| 721 | 17 | |
| 902 | 18 | |
| 906 | 13 | |
| 909 | 16 | |
| 945 | 13 | |
| 949 | 17 | |
| 994 | 20 | |
| 1127 | 11 | |
| 1214 | 15 |
| Value | Count | Frequency (%) |
| 36732 | 2 | |
| 28045 | 2 | |
| 23362 | 2 | |
| 17649 | 2 | |
| 17626 | 2 | |
| 17624 | 2 | |
| 17620 | 1 | |
| 17611 | 1 | |
| 17604 | 2 | |
| 17595 | 2 |
pff_id
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 3541 |
|---|---|
| Distinct (%) | 15.8% |
| Missing | 113745 |
| Missing (%) | 83.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19377.284 |
| Minimum | 226 |
|---|---|
| Maximum | 143793 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 226 |
|---|---|
| 5-th percentile | 2130 |
| Q1 | 6332 |
| median | 9586.5 |
| Q3 | 33007 |
| 95-th percentile | 56308.9 |
| Maximum | 143793 |
| Range | 143567 |
| Interquartile range (IQR) | 26675 |
Descriptive statistics
| Standard deviation | 20415.14 |
|---|---|
| Coefficient of variation (CV) | 1.0535605 |
| Kurtosis | 2.1272304 |
| Mean | 19377.284 |
| Median Absolute Deviation (MAD) | 3723.5 |
| Skewness | 1.5455258 |
| Sum | 4.3405115 × 108 |
| Variance | 4.1677794 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 333 | 26 | < 0.1% |
| 226 | 25 | < 0.1% |
| 585 | 24 | < 0.1% |
| 698 | 23 | < 0.1% |
| 802 | 21 | < 0.1% |
| 422 | 20 | < 0.1% |
| 2241 | 20 | < 0.1% |
| 2148 | 19 | < 0.1% |
| 1223 | 19 | < 0.1% |
| 3471 | 19 | < 0.1% |
| Other values (3531) | 22184 | 16.3% |
| (Missing) | 113745 |
| Value | Count | Frequency (%) |
| 226 | 25 | |
| 237 | 17 | |
| 327 | 18 | |
| 333 | 26 | |
| 342 | 16 | |
| 367 | 13 | |
| 408 | 17 | |
| 422 | 20 | |
| 440 | 11 | |
| 498 | 15 |
| Value | Count | Frequency (%) |
| 143793 | 2 | < 0.1% |
| 143780 | 4 | |
| 143769 | 4 | |
| 143358 | 4 | |
| 136106 | 2 | < 0.1% |
| 117753 | 4 | |
| 115664 | 5 | |
| 113168 | 3 | |
| 109795 | 5 | |
| 108840 | 5 |
pfr_id
Text
MISSING 
| Distinct | 3078 |
|---|---|
| Distinct (%) | 17.7% |
| Missing | 118709 |
| Missing (%) | 87.2% |
| Memory size | 1.0 MiB |
Length
| Max length | 10 |
|---|---|
| Median length | 8 |
| Mean length | 8.0041294 |
| Min length | 8 |
Characters and Unicode
| Total characters | 139560 |
|---|---|
| Distinct characters | 65 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 101 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | GonzTo00 |
|---|---|
| 2nd row | BatcCh00 |
| 3rd row | GonzTo00 |
| 4th row | MannPe00 |
| 5th row | MossRa00 |
| Value | Count | Frequency (%) |
| bradto00 | 23 | 0.1% |
| breedr00 | 21 | 0.1% |
| rodgaa00 | 20 | 0.1% |
| leexan20 | 19 | 0.1% |
| lechsh20 | 19 | 0.1% |
| janikseb01 | 19 | 0.1% |
| mannpe00 | 18 | 0.1% |
| mccojo01 | 18 | 0.1% |
| lewima00 | 18 | 0.1% |
| johnjo05 | 18 | 0.1% |
| Other values (3068) | 17243 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 29329 | |
| a | 10615 | 7.6% |
| e | 7645 | 5.5% |
| o | 7236 | 5.2% |
| r | 5984 | 4.3% |
| i | 5250 | 3.8% |
| l | 5148 | 3.7% |
| J | 3991 | 2.9% |
| n | 3945 | 2.8% |
| M | 3042 | 2.2% |
| Other values (55) | 57375 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 139560 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 29329 | |
| a | 10615 | 7.6% |
| e | 7645 | 5.5% |
| o | 7236 | 5.2% |
| r | 5984 | 4.3% |
| i | 5250 | 3.8% |
| l | 5148 | 3.7% |
| J | 3991 | 2.9% |
| n | 3945 | 2.8% |
| M | 3042 | 2.2% |
| Other values (55) | 57375 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 139560 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 29329 | |
| a | 10615 | 7.6% |
| e | 7645 | 5.5% |
| o | 7236 | 5.2% |
| r | 5984 | 4.3% |
| i | 5250 | 3.8% |
| l | 5148 | 3.7% |
| J | 3991 | 2.9% |
| n | 3945 | 2.8% |
| M | 3042 | 2.2% |
| Other values (55) | 57375 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 139560 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 29329 | |
| a | 10615 | 7.6% |
| e | 7645 | 5.5% |
| o | 7236 | 5.2% |
| r | 5984 | 4.3% |
| i | 5250 | 3.8% |
| l | 5148 | 3.7% |
| J | 3991 | 2.9% |
| n | 3945 | 2.8% |
| M | 3042 | 2.2% |
| Other values (55) | 57375 |
fantasy_data_id
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 3218 |
|---|---|
| Distinct (%) | 15.4% |
| Missing | 115259 |
| Missing (%) | 84.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16031.862 |
| Minimum | 3 |
|---|---|
| Maximum | 22477 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 4633 |
| Q1 | 13870 |
| median | 16938.5 |
| Q3 | 19872.75 |
| 95-th percentile | 21881 |
| Maximum | 22477 |
| Range | 22474 |
| Interquartile range (IQR) | 6002.75 |
Descriptive statistics
| Standard deviation | 4995.3544 |
|---|---|
| Coefficient of variation (CV) | 0.31158915 |
| Kurtosis | 0.92495909 |
| Mean | 16031.862 |
| Median Absolute Deviation (MAD) | 2961.5 |
| Skewness | -1.1750023 |
| Sum | 3.3484148 × 108 |
| Variance | 24953566 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3258 | 25 | < 0.1% |
| 4314 | 23 | < 0.1% |
| 7242 | 21 | < 0.1% |
| 5714 | 20 | < 0.1% |
| 2593 | 20 | < 0.1% |
| 8920 | 19 | < 0.1% |
| 3253 | 19 | < 0.1% |
| 7606 | 19 | < 0.1% |
| 3100 | 19 | < 0.1% |
| 549 | 19 | < 0.1% |
| Other values (3208) | 20682 | 15.2% |
| (Missing) | 115259 |
| Value | Count | Frequency (%) |
| 3 | 9 | |
| 204 | 11 | |
| 292 | 14 | |
| 430 | 17 | |
| 462 | 6 | < 0.1% |
| 547 | 6 | < 0.1% |
| 549 | 19 | |
| 611 | 17 | |
| 722 | 17 | |
| 732 | 16 |
| Value | Count | Frequency (%) |
| 22477 | 4 | |
| 22475 | 3 | |
| 22465 | 1 | < 0.1% |
| 22449 | 5 | |
| 22442 | 5 | |
| 22441 | 3 | |
| 22436 | 3 | |
| 22434 | 5 | |
| 22429 | 5 | |
| 22427 | 3 |
sleeper_id
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 4142 |
|---|---|
| Distinct (%) | 17.8% |
| Missing | 112839 |
| Missing (%) | 82.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3620.5775 |
| Minimum | 4 |
|---|---|
| Maximum | 11533 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 199 |
| Q1 | 1201 |
| median | 3222 |
| Q3 | 5844 |
| 95-th percentile | 8179.75 |
| Maximum | 11533 |
| Range | 11529 |
| Interquartile range (IQR) | 4643 |
Descriptive statistics
| Standard deviation | 2723.7293 |
|---|---|
| Coefficient of variation (CV) | 0.75229139 |
| Kurtosis | -0.57386484 |
| Mean | 3620.5775 |
| Median Absolute Deviation (MAD) | 2156 |
| Skewness | 0.5662666 |
| Sum | 84381179 |
| Variance | 7418701.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 120 | 25 | < 0.1% |
| 167 | 23 | < 0.1% |
| 289 | 21 | < 0.1% |
| 229 | 20 | < 0.1% |
| 96 | 20 | < 0.1% |
| 17 | 19 | < 0.1% |
| 412 | 19 | < 0.1% |
| 112 | 19 | < 0.1% |
| 127 | 19 | < 0.1% |
| 307 | 19 | < 0.1% |
| Other values (4132) | 23102 | 17.0% |
| (Missing) | 112839 |
| Value | Count | Frequency (%) |
| 4 | 11 | |
| 6 | 14 | |
| 13 | 17 | |
| 16 | 6 | < 0.1% |
| 17 | 19 | |
| 19 | 17 | |
| 23 | 17 | |
| 24 | 16 | |
| 25 | 10 | |
| 32 | 9 |
| Value | Count | Frequency (%) |
| 11533 | 2 | |
| 11528 | 1 | |
| 11514 | 2 | |
| 11512 | 2 | |
| 11510 | 2 | |
| 11505 | 2 | |
| 11489 | 2 | |
| 11487 | 2 | |
| 11483 | 2 | |
| 11479 | 2 |
years_exp
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 33 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 79743 |
| Missing (%) | 58.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3875572 |
| Minimum | 0 |
|---|---|
| Maximum | 41 |
| Zeros | 10884 |
| Zeros (%) | 8.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 10 |
| Maximum | 41 |
| Range | 41 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.2337343 |
|---|---|
| Coefficient of variation (CV) | 0.95459181 |
| Kurtosis | 3.3663953 |
| Mean | 3.3875572 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.3750976 |
| Sum | 191065 |
| Variance | 10.457038 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10884 | 8.0% |
| 1 | 9066 | 6.7% |
| 2 | 7783 | 5.7% |
| 3 | 6528 | 4.8% |
| 4 | 5276 | 3.9% |
| 5 | 4284 | 3.1% |
| 6 | 3435 | 2.5% |
| 7 | 2641 | 1.9% |
| 8 | 2017 | 1.5% |
| 9 | 1473 | 1.1% |
| Other values (23) | 3015 | 2.2% |
| (Missing) | 79743 |
| Value | Count | Frequency (%) |
| 0 | 10884 | |
| 1 | 9066 | |
| 2 | 7783 | |
| 3 | 6528 | |
| 4 | 5276 | |
| 5 | 4284 | 3.1% |
| 6 | 3435 | 2.5% |
| 7 | 2641 | 1.9% |
| 8 | 2017 | 1.5% |
| 9 | 1473 | 1.1% |
| Value | Count | Frequency (%) |
| 41 | 1 | |
| 40 | 1 | |
| 39 | 1 | |
| 38 | 2 | |
| 37 | 1 | |
| 36 | 1 | |
| 29 | 1 | |
| 25 | 1 | |
| 24 | 2 | |
| 23 | 2 |
headshot_url
Text
MISSING 
| Distinct | 37359 |
|---|---|
| Distinct (%) | 27.9% |
| Missing | 2124 |
| Missing (%) | 1.6% |
| Memory size | 1.0 MiB |
Length
| Max length | 82 |
|---|---|
| Median length | 82 |
| Mean length | 81.99847 |
| Min length | 80 |
Characters and Unicode
| Total characters | 10989517 |
|---|---|
| Distinct characters | 41 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 13873 ? |
|---|---|
| Unique (%) | 10.4% |
Sample
| 1st row | https://static.www.nfl.com/image/private/f_auto,q_auto/league/fdvmtlugumgyrxww1uzu |
|---|---|
| 2nd row | https://static.www.nfl.com/image/private/f_auto,q_auto/league/sdjs03sggqwf0ca8qhzp |
| 3rd row | https://static.www.nfl.com/image/private/f_auto,q_auto/league/fahqn7dy7n3kvwcrx0do |
| 4th row | https://static.www.nfl.com/image/private/f_auto,q_auto/league/xew88uwps7tcuzhzpn99 |
| 5th row | https://static.www.nfl.com/image/private/f_auto,q_auto/league/xocsljjtywb3nkms16la |
| Value | Count | Frequency (%) |
| https://static.www.nfl.com/image/private/f_auto,q_auto/league/aofp1gfh2uwiundjxs4h | 27 | < 0.1% |
| https://static.www.nfl.com/image/private/f_auto,q_auto/league/hj3mtwjx0byr01a7463p | 26 | < 0.1% |
| https://static.www.nfl.com/image/private/f_auto,q_auto/league/vayogcgph7k6j3uhza5d | 25 | < 0.1% |
| https://static.www.nfl.com/image/private/f_auto,q_auto/league/nk87h6cjuij14iofd5ix | 25 | < 0.1% |
| https://static.www.nfl.com/image/private/f_auto,q_auto/league/npgauvcjnh8dvxadcrpy | 25 | < 0.1% |
| https://static.www.nfl.com/image/private/f_auto,q_auto/league/imfj1hl4kob4jof8hcwa | 25 | < 0.1% |
| https://static.www.nfl.com/image/private/f_auto,q_auto/league/bmbhldch291mziip7hm4 | 24 | < 0.1% |
| https://static.www.nfl.com/image/private/f_auto,q_auto/league/fofzz3dwrg1vr2drmoak | 23 | < 0.1% |
| https://static.www.nfl.com/image/private/f_auto,q_auto/league/ck6so8zwqjsmxhdabvog | 23 | < 0.1% |
| https://static.www.nfl.com/image/private/f_auto,q_auto/league/ypoocygzfeucbr8sqat0 | 22 | < 0.1% |
| Other values (37349) | 133776 |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 1026169 | 9.3% |
| / | 938147 | 8.5% |
| a | 891570 | 8.1% |
| e | 622521 | 5.7% |
| w | 490228 | 4.5% |
| o | 489732 | 4.5% |
| i | 489029 | 4.4% |
| u | 488078 | 4.4% |
| . | 402063 | 3.7% |
| c | 356425 | 3.2% |
| Other values (31) | 4795555 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10989517 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 1026169 | 9.3% |
| / | 938147 | 8.5% |
| a | 891570 | 8.1% |
| e | 622521 | 5.7% |
| w | 490228 | 4.5% |
| o | 489732 | 4.5% |
| i | 489029 | 4.4% |
| u | 488078 | 4.4% |
| . | 402063 | 3.7% |
| c | 356425 | 3.2% |
| Other values (31) | 4795555 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10989517 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 1026169 | 9.3% |
| / | 938147 | 8.5% |
| a | 891570 | 8.1% |
| e | 622521 | 5.7% |
| w | 490228 | 4.5% |
| o | 489732 | 4.5% |
| i | 489029 | 4.4% |
| u | 488078 | 4.4% |
| . | 402063 | 3.7% |
| c | 356425 | 3.2% |
| Other values (31) | 4795555 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10989517 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 1026169 | 9.3% |
| / | 938147 | 8.5% |
| a | 891570 | 8.1% |
| e | 622521 | 5.7% |
| w | 490228 | 4.5% |
| o | 489732 | 4.5% |
| i | 489029 | 4.4% |
| u | 488078 | 4.4% |
| . | 402063 | 3.7% |
| c | 356425 | 3.2% |
| Other values (31) | 4795555 |
esb_id
Text
MISSING 
| Distinct | 17407 |
|---|---|
| Distinct (%) | 21.0% |
| Missing | 53258 |
| Missing (%) | 39.1% |
| Memory size | 1.0 MiB |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 9 |
| Min length | 9 |
Characters and Unicode
| Total characters | 745983 |
|---|---|
| Distinct characters | 36 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3955 ? |
|---|---|
| Unique (%) | 4.8% |
Sample
| 1st row | LEA363377 |
|---|---|
| 2nd row | LEA363377 |
| 3rd row | LEA363377 |
| 4th row | SLA363377 |
| 5th row | CLA772560 |
| Value | Count | Frequency (%) |
| tay220162 | 26 | < 0.1% |
| and020258 | 25 | < 0.1% |
| car243867 | 25 | < 0.1% |
| vin196019 | 25 | < 0.1% |
| jon755755 | 24 | < 0.1% |
| bra371156 | 23 | < 0.1% |
| and273108 | 23 | < 0.1% |
| lan106026 | 23 | < 0.1% |
| fea207645 | 22 | < 0.1% |
| jun498348 | 22 | < 0.1% |
| Other values (17397) | 82649 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 54926 | 7.4% |
| 6 | 54237 | 7.3% |
| 1 | 53968 | 7.2% |
| 0 | 53397 | 7.2% |
| 4 | 51977 | 7.0% |
| 5 | 51973 | 7.0% |
| 7 | 48522 | 6.5% |
| 3 | 47731 | 6.4% |
| 8 | 40845 | 5.5% |
| 9 | 39746 | 5.3% |
| Other values (26) | 248661 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 745983 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 54926 | 7.4% |
| 6 | 54237 | 7.3% |
| 1 | 53968 | 7.2% |
| 0 | 53397 | 7.2% |
| 4 | 51977 | 7.0% |
| 5 | 51973 | 7.0% |
| 7 | 48522 | 6.5% |
| 3 | 47731 | 6.4% |
| 8 | 40845 | 5.5% |
| 9 | 39746 | 5.3% |
| Other values (26) | 248661 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 745983 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 54926 | 7.4% |
| 6 | 54237 | 7.3% |
| 1 | 53968 | 7.2% |
| 0 | 53397 | 7.2% |
| 4 | 51977 | 7.0% |
| 5 | 51973 | 7.0% |
| 7 | 48522 | 6.5% |
| 3 | 47731 | 6.4% |
| 8 | 40845 | 5.5% |
| 9 | 39746 | 5.3% |
| Other values (26) | 248661 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 745983 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 54926 | 7.4% |
| 6 | 54237 | 7.3% |
| 1 | 53968 | 7.2% |
| 0 | 53397 | 7.2% |
| 4 | 51977 | 7.0% |
| 5 | 51973 | 7.0% |
| 7 | 48522 | 6.5% |
| 3 | 47731 | 6.4% |
| 8 | 40845 | 5.5% |
| 9 | 39746 | 5.3% |
| Other values (26) | 248661 |
gsis_it_id
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 8556 |
|---|---|
| Distinct (%) | 23.8% |
| Missing | 100174 |
| Missing (%) | 73.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43412.353 |
| Minimum | 9143 |
|---|---|
| Maximum | 57973 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 9143 |
|---|---|
| 5-th percentile | 30857 |
| Q1 | 38613 |
| median | 43374 |
| Q3 | 47917 |
| 95-th percentile | 55875 |
| Maximum | 57973 |
| Range | 48830 |
| Interquartile range (IQR) | 9304 |
Descriptive statistics
| Standard deviation | 7389.3379 |
|---|---|
| Coefficient of variation (CV) | 0.17021279 |
| Kurtosis | -0.48969392 |
| Mean | 43412.353 |
| Median Absolute Deviation (MAD) | 4657 |
| Skewness | -0.055419036 |
| Sum | 1.5615858 × 109 |
| Variance | 54602314 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21213 | 25 | < 0.1% |
| 25511 | 23 | < 0.1% |
| 26250 | 21 | < 0.1% |
| 29851 | 20 | < 0.1% |
| 23860 | 20 | < 0.1% |
| 25451 | 19 | < 0.1% |
| 29550 | 19 | < 0.1% |
| 27091 | 19 | < 0.1% |
| 31446 | 19 | < 0.1% |
| 29141 | 19 | < 0.1% |
| Other values (8546) | 35767 | 26.3% |
| (Missing) | 100174 |
| Value | Count | Frequency (%) |
| 9143 | 5 | < 0.1% |
| 17623 | 1 | < 0.1% |
| 21213 | 25 | |
| 23446 | 18 | |
| 23449 | 18 | |
| 23636 | 17 | |
| 23860 | 20 | |
| 25326 | 19 | |
| 25451 | 19 | |
| 25511 | 23 |
| Value | Count | Frequency (%) |
| 57973 | 1 | |
| 57962 | 1 | |
| 57935 | 1 | |
| 57932 | 1 | |
| 57931 | 1 | |
| 57930 | 1 | |
| 57929 | 1 | |
| 57928 | 1 | |
| 57927 | 1 | |
| 57926 | 1 |
smart_id
Text
MISSING 
| Distinct | 17377 |
|---|---|
| Distinct (%) | 21.0% |
| Missing | 53283 |
| Missing (%) | 39.1% |
| Memory size | 1.0 MiB |
Length
| Max length | 36 |
|---|---|
| Median length | 36 |
| Mean length | 36 |
| Min length | 36 |
Characters and Unicode
| Total characters | 2983032 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3933 ? |
|---|---|
| Unique (%) | 4.7% |
Sample
| 1st row | 32004c45-4136-3377-2de6-ed68209b7976 |
|---|---|
| 2nd row | 32004c45-4136-3377-2de6-ed68209b7976 |
| 3rd row | 32004c45-4136-3377-2de6-ed68209b7976 |
| 4th row | 3200534c-4136-3377-13fe-7f321cb0819c |
| 5th row | 3200434c-4177-2560-2161-063befb14937 |
| Value | Count | Frequency (%) |
| 32005441-5922-0162-53b0-83184c953269 | 26 | < 0.1% |
| 32005649-4e19-6019-e626-0b58f9aa81e1 | 25 | < 0.1% |
| 32004341-5224-3867-1223-418051f03b99 | 25 | < 0.1% |
| 3200414e-4402-0258-af5e-f904d4733d82 | 25 | < 0.1% |
| 32004a4f-4e75-5755-8f93-be08855fe9b0 | 24 | < 0.1% |
| 32004252-4137-1156-7ed0-8b9e44948f13 | 23 | < 0.1% |
| 3200414e-4427-3108-1809-a396fee76085 | 23 | < 0.1% |
| 32004c41-4e10-6026-9cbb-d48fb01c2306 | 23 | < 0.1% |
| 32004645-4120-7645-e4e2-23d46bf06e49 | 22 | < 0.1% |
| 32004a55-4e49-8348-c78d-09386823c18a | 22 | < 0.1% |
| Other values (17367) | 82624 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 331448 | |
| 4 | 329773 | |
| 0 | 302056 | |
| 2 | 250902 | 8.4% |
| 3 | 236376 | 7.9% |
| 5 | 229030 | 7.7% |
| 1 | 165586 | 5.6% |
| 7 | 145086 | 4.9% |
| 6 | 143612 | 4.8% |
| 9 | 141052 | 4.7% |
| Other values (7) | 708111 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2983032 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| - | 331448 | |
| 4 | 329773 | |
| 0 | 302056 | |
| 2 | 250902 | 8.4% |
| 3 | 236376 | 7.9% |
| 5 | 229030 | 7.7% |
| 1 | 165586 | 5.6% |
| 7 | 145086 | 4.9% |
| 6 | 143612 | 4.8% |
| 9 | 141052 | 4.7% |
| Other values (7) | 708111 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2983032 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| - | 331448 | |
| 4 | 329773 | |
| 0 | 302056 | |
| 2 | 250902 | 8.4% |
| 3 | 236376 | 7.9% |
| 5 | 229030 | 7.7% |
| 1 | 165586 | 5.6% |
| 7 | 145086 | 4.9% |
| 6 | 143612 | 4.8% |
| 9 | 141052 | 4.7% |
| Other values (7) | 708111 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2983032 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| - | 331448 | |
| 4 | 329773 | |
| 0 | 302056 | |
| 2 | 250902 | 8.4% |
| 3 | 236376 | 7.9% |
| 5 | 229030 | 7.7% |
| 1 | 165586 | 5.6% |
| 7 | 145086 | 4.9% |
| 6 | 143612 | 4.8% |
| 9 | 141052 | 4.7% |
| Other values (7) | 708111 |
entry_year
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 44 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 79743 |
| Missing (%) | 58.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2010.6869 |
| Minimum | 1972 |
|---|---|
| Maximum | 2024 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 1972 |
|---|---|
| 5-th percentile | 1998 |
| Q1 | 2005 |
| median | 2011 |
| Q3 | 2017 |
| 95-th percentile | 2022 |
| Maximum | 2024 |
| Range | 52 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 7.6457434 |
|---|---|
| Coefficient of variation (CV) | 0.0038025529 |
| Kurtosis | -0.67022443 |
| Mean | 2010.6869 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.33158798 |
| Sum | 1.1340676 × 108 |
| Variance | 58.457392 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2018 | 2940 | 2.2% |
| 2017 | 2933 | 2.2% |
| 2016 | 2889 | 2.1% |
| 2019 | 2644 | 1.9% |
| 2015 | 2464 | 1.8% |
| 2013 | 2402 | 1.8% |
| 2014 | 2401 | 1.8% |
| 2012 | 2365 | 1.7% |
| 2020 | 2198 | 1.6% |
| 2010 | 2177 | 1.6% |
| Other values (34) | 30989 | 22.8% |
| (Missing) | 79743 |
| Value | Count | Frequency (%) |
| 1972 | 1 | < 0.1% |
| 1974 | 6 | < 0.1% |
| 1982 | 8 | < 0.1% |
| 1983 | 2 | < 0.1% |
| 1985 | 17 | < 0.1% |
| 1986 | 7 | < 0.1% |
| 1987 | 26 | |
| 1988 | 27 | |
| 1989 | 21 | < 0.1% |
| 1990 | 53 |
| Value | Count | Frequency (%) |
| 2024 | 677 | 0.5% |
| 2023 | 1144 | 0.8% |
| 2022 | 1624 | |
| 2021 | 1510 | |
| 2020 | 2198 | |
| 2019 | 2644 | |
| 2018 | 2940 | |
| 2017 | 2933 | |
| 2016 | 2889 | |
| 2015 | 2464 |
rookie_year
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 45 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 79755 |
| Missing (%) | 58.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2010.6897 |
| Minimum | 1900 |
|---|---|
| Maximum | 2024 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 1900 |
|---|---|
| 5-th percentile | 1998 |
| Q1 | 2005 |
| median | 2012 |
| Q3 | 2017 |
| 95-th percentile | 2022 |
| Maximum | 2024 |
| Range | 124 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 7.661855 |
|---|---|
| Coefficient of variation (CV) | 0.0038105607 |
| Kurtosis | 0.085118842 |
| Mean | 2010.6897 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.38220128 |
| Sum | 1.1338279 × 108 |
| Variance | 58.704022 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2017 | 2961 | 2.2% |
| 2018 | 2926 | 2.1% |
| 2016 | 2879 | 2.1% |
| 2019 | 2651 | 1.9% |
| 2015 | 2463 | 1.8% |
| 2014 | 2407 | 1.8% |
| 2013 | 2389 | 1.8% |
| 2012 | 2373 | 1.7% |
| 2010 | 2171 | 1.6% |
| 2011 | 2169 | 1.6% |
| Other values (35) | 31001 | 22.8% |
| (Missing) | 79755 |
| Value | Count | Frequency (%) |
| 1900 | 1 | < 0.1% |
| 1972 | 1 | < 0.1% |
| 1974 | 6 | < 0.1% |
| 1982 | 8 | < 0.1% |
| 1983 | 2 | < 0.1% |
| 1985 | 17 | |
| 1986 | 7 | < 0.1% |
| 1987 | 26 | |
| 1988 | 27 | |
| 1989 | 21 |
| Value | Count | Frequency (%) |
| 2024 | 681 | 0.5% |
| 2023 | 1156 | 0.8% |
| 2022 | 1644 | |
| 2021 | 1505 | |
| 2020 | 2165 | |
| 2019 | 2651 | |
| 2018 | 2926 | |
| 2017 | 2961 | |
| 2016 | 2879 | |
| 2015 | 2463 |
draft_club
Categorical
MISSING 
| Distinct | 43 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 100288 |
| Missing (%) | 73.7% |
| Memory size | 1.0 MiB |
| GB | 1384 |
|---|---|
| SF | 1288 |
| CIN | 1261 |
| SEA | 1258 |
| NE | 1240 |
| Other values (38) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.752991 |
| Min length | 2 |
Characters and Unicode
| Total characters | 98714 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | IND |
|---|---|
| 2nd row | OAK |
| 3rd row | GB |
| 4th row | IND |
| 5th row | OAK |
Common Values
| Value | Count | Frequency (%) |
| GB | 1384 | 1.0% |
| SF | 1288 | 0.9% |
| CIN | 1261 | 0.9% |
| SEA | 1258 | 0.9% |
| NE | 1240 | 0.9% |
| PHI | 1215 | 0.9% |
| DAL | 1187 | 0.9% |
| PIT | 1176 | 0.9% |
| MIN | 1168 | 0.9% |
| IND | 1123 | 0.8% |
| Other values (33) | 23557 | 17.3% |
| (Missing) | 100288 |
Length
| Value | Count | Frequency (%) |
| gb | 1384 | 3.9% |
| sf | 1288 | 3.6% |
| cin | 1261 | 3.5% |
| sea | 1258 | 3.5% |
| ne | 1240 | 3.5% |
| phi | 1215 | 3.4% |
| dal | 1187 | 3.3% |
| pit | 1176 | 3.3% |
| min | 1168 | 3.3% |
| ind | 1123 | 3.1% |
| Other values (33) | 23557 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 10928 | 11.1% |
| N | 9999 | 10.1% |
| I | 8540 | 8.7% |
| T | 6787 | 6.9% |
| E | 6279 | 6.4% |
| L | 6136 | 6.2% |
| C | 5775 | 5.9% |
| S | 5666 | 5.7% |
| D | 5264 | 5.3% |
| B | 4822 | 4.9% |
| Other values (15) | 28518 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 98714 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 10928 | 11.1% |
| N | 9999 | 10.1% |
| I | 8540 | 8.7% |
| T | 6787 | 6.9% |
| E | 6279 | 6.4% |
| L | 6136 | 6.2% |
| C | 5775 | 5.9% |
| S | 5666 | 5.7% |
| D | 5264 | 5.3% |
| B | 4822 | 4.9% |
| Other values (15) | 28518 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 98714 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 10928 | 11.1% |
| N | 9999 | 10.1% |
| I | 8540 | 8.7% |
| T | 6787 | 6.9% |
| E | 6279 | 6.4% |
| L | 6136 | 6.2% |
| C | 5775 | 5.9% |
| S | 5666 | 5.7% |
| D | 5264 | 5.3% |
| B | 4822 | 4.9% |
| Other values (15) | 28518 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 98714 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 10928 | 11.1% |
| N | 9999 | 10.1% |
| I | 8540 | 8.7% |
| T | 6787 | 6.9% |
| E | 6279 | 6.4% |
| L | 6136 | 6.2% |
| C | 5775 | 5.9% |
| S | 5666 | 5.7% |
| D | 5264 | 5.3% |
| B | 4822 | 4.9% |
| Other values (15) | 28518 |
ngs_position
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 126663 |
| Missing (%) | 93.0% |
| Memory size | 1.0 MiB |
| INTERIOR_LINE | |
|---|---|
| EDGE | |
| WR | |
| TE | |
| MLB | |
| Other values (12) |
Length
| Max length | 13 |
|---|---|
| Median length | 8 |
| Mean length | 4.2584898 |
| Min length | 1 |
Characters and Unicode
| Total characters | 40379 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | QB |
|---|---|
| 2nd row | WR |
| 3rd row | QB |
| 4th row | QB |
| 5th row | EDGE |
Common Values
| Value | Count | Frequency (%) |
| INTERIOR_LINE | 1183 | 0.9% |
| EDGE | 1116 | 0.8% |
| WR | 876 | 0.6% |
| TE | 746 | 0.5% |
| MLB | 744 | 0.5% |
| CB | 687 | 0.5% |
| RB | 687 | 0.5% |
| SAFETY | 638 | 0.5% |
| G | 585 | 0.4% |
| T | 574 | 0.4% |
| Other values (7) | 1646 | 1.2% |
| (Missing) | 126663 |
Length
| Value | Count | Frequency (%) |
| interior_line | 1183 | |
| edge | 1116 | |
| wr | 876 | |
| te | 746 | |
| mlb | 744 | |
| cb | 687 | |
| rb | 687 | |
| safety | 638 | 6.7% |
| g | 585 | 6.2% |
| t | 574 | 6.1% |
| Other values (7) | 1646 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 5983 | |
| R | 4393 | |
| T | 3979 | |
| I | 3549 | |
| B | 3026 | 7.5% |
| L | 2881 | 7.1% |
| N | 2366 | 5.9% |
| O | 2137 | 5.3% |
| _ | 2021 | 5.0% |
| G | 1701 | 4.2% |
| Other values (10) | 8343 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 40379 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| E | 5983 | |
| R | 4393 | |
| T | 3979 | |
| I | 3549 | |
| B | 3026 | 7.5% |
| L | 2881 | 7.1% |
| N | 2366 | 5.9% |
| O | 2137 | 5.3% |
| _ | 2021 | 5.0% |
| G | 1701 | 4.2% |
| Other values (10) | 8343 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 40379 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| E | 5983 | |
| R | 4393 | |
| T | 3979 | |
| I | 3549 | |
| B | 3026 | 7.5% |
| L | 2881 | 7.1% |
| N | 2366 | 5.9% |
| O | 2137 | 5.3% |
| _ | 2021 | 5.0% |
| G | 1701 | 4.2% |
| Other values (10) | 8343 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 40379 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| E | 5983 | |
| R | 4393 | |
| T | 3979 | |
| I | 3549 | |
| B | 3026 | 7.5% |
| L | 2881 | 7.1% |
| N | 2366 | 5.9% |
| O | 2137 | 5.3% |
| _ | 2021 | 5.0% |
| G | 1701 | 4.2% |
| Other values (10) | 8343 |
week
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 79239 |
| Missing (%) | 58.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.74131 |
| Minimum | 1 |
|---|---|
| Maximum | 22 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 17 |
| median | 17 |
| Q3 | 18 |
| 95-th percentile | 21 |
| Maximum | 22 |
| Range | 21 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 5.4074391 |
|---|---|
| Coefficient of variation (CV) | 0.343519 |
| Kurtosis | 2.4649262 |
| Mean | 15.74131 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.9238313 |
| Sum | 895775 |
| Variance | 29.240398 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17 | 23742 | 17.4% |
| 18 | 9509 | 7.0% |
| 19 | 6339 | 4.7% |
| 1 | 4696 | 3.4% |
| 20 | 3408 | 2.5% |
| 21 | 2900 | 2.1% |
| 22 | 500 | 0.4% |
| 15 | 478 | 0.4% |
| 16 | 476 | 0.3% |
| 14 | 467 | 0.3% |
| Other values (12) | 4391 | 3.2% |
| (Missing) | 79239 |
| Value | Count | Frequency (%) |
| 1 | 4696 | |
| 2 | 381 | 0.3% |
| 3 | 275 | 0.2% |
| 4 | 288 | 0.2% |
| 5 | 345 | 0.3% |
| 6 | 345 | 0.3% |
| 7 | 384 | 0.3% |
| 8 | 350 | 0.3% |
| 9 | 364 | 0.3% |
| 10 | 382 | 0.3% |
| Value | Count | Frequency (%) |
| 22 | 500 | 0.4% |
| 21 | 2900 | 2.1% |
| 20 | 3408 | 2.5% |
| 19 | 6339 | 4.7% |
| 18 | 9509 | |
| 17 | 23742 | |
| 16 | 476 | 0.3% |
| 15 | 478 | 0.4% |
| 14 | 467 | 0.3% |
| 13 | 431 | 0.3% |
game_type
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 79239 |
| Missing (%) | 58.2% |
| Memory size | 1.0 MiB |
| REG | |
|---|---|
| WC | |
| DIV | |
| CON | 2932 |
| SB | 2905 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.8349735 |
| Min length | 2 |
Characters and Unicode
| Total characters | 161327 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | REG |
|---|---|
| 2nd row | DIV |
| 3rd row | CON |
| 4th row | REG |
| 5th row | SB |
Common Values
| Value | Count | Frequency (%) |
| REG | 38755 | |
| WC | 6486 | 4.8% |
| DIV | 5828 | 4.3% |
| CON | 2932 | 2.2% |
| SB | 2905 | 2.1% |
| (Missing) | 79239 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| reg | 38755 | |
| wc | 6486 | 11.4% |
| div | 5828 | 10.2% |
| con | 2932 | 5.2% |
| sb | 2905 | 5.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 38755 | |
| E | 38755 | |
| G | 38755 | |
| C | 9418 | 5.8% |
| W | 6486 | 4.0% |
| D | 5828 | 3.6% |
| I | 5828 | 3.6% |
| V | 5828 | 3.6% |
| O | 2932 | 1.8% |
| N | 2932 | 1.8% |
| Other values (2) | 5810 | 3.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 161327 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| R | 38755 | |
| E | 38755 | |
| G | 38755 | |
| C | 9418 | 5.8% |
| W | 6486 | 4.0% |
| D | 5828 | 3.6% |
| I | 5828 | 3.6% |
| V | 5828 | 3.6% |
| O | 2932 | 1.8% |
| N | 2932 | 1.8% |
| Other values (2) | 5810 | 3.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 161327 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| R | 38755 | |
| E | 38755 | |
| G | 38755 | |
| C | 9418 | 5.8% |
| W | 6486 | 4.0% |
| D | 5828 | 3.6% |
| I | 5828 | 3.6% |
| V | 5828 | 3.6% |
| O | 2932 | 1.8% |
| N | 2932 | 1.8% |
| Other values (2) | 5810 | 3.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 161327 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| R | 38755 | |
| E | 38755 | |
| G | 38755 | |
| C | 9418 | 5.8% |
| W | 6486 | 4.0% |
| D | 5828 | 3.6% |
| I | 5828 | 3.6% |
| V | 5828 | 3.6% |
| O | 2932 | 1.8% |
| N | 2932 | 1.8% |
| Other values (2) | 5810 | 3.6% |
status_description_abbr
Categorical
HIGH CORRELATION  IMBALANCE  MISSING 
| Distinct | 44 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 85392 |
| Missing (%) | 62.7% |
| Memory size | 1.0 MiB |
| A01 | |
|---|---|
| I01 | |
| P01 | 1345 |
| R01 | 1282 |
| W03 | 654 |
| Other values (39) | 1805 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 152259 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 9 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | A01 |
|---|---|
| 2nd row | A01 |
| 3rd row | A01 |
| 4th row | A01 |
| 5th row | A01 |
Common Values
| Value | Count | Frequency (%) |
| A01 | 40368 | |
| I01 | 5299 | 3.9% |
| P01 | 1345 | 1.0% |
| R01 | 1282 | 0.9% |
| W03 | 654 | 0.5% |
| P07 | 451 | 0.3% |
| I02 | 270 | 0.2% |
| P06 | 225 | 0.2% |
| P02 | 112 | 0.1% |
| R02 | 95 | 0.1% |
| Other values (34) | 652 | 0.5% |
| (Missing) | 85392 |
Length
| Value | Count | Frequency (%) |
| a01 | 40368 | |
| i01 | 5299 | 10.4% |
| p01 | 1345 | 2.7% |
| r01 | 1282 | 2.5% |
| w03 | 654 | 1.3% |
| p07 | 451 | 0.9% |
| i02 | 270 | 0.5% |
| p06 | 225 | 0.4% |
| p02 | 112 | 0.2% |
| r02 | 95 | 0.2% |
| Other values (34) | 652 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 50360 | |
| 1 | 48445 | |
| A | 40368 | |
| I | 5573 | 3.7% |
| P | 2303 | 1.5% |
| R | 1817 | 1.2% |
| 3 | 781 | 0.5% |
| 2 | 663 | 0.4% |
| W | 655 | 0.4% |
| 7 | 471 | 0.3% |
| Other values (7) | 823 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 152259 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 50360 | |
| 1 | 48445 | |
| A | 40368 | |
| I | 5573 | 3.7% |
| P | 2303 | 1.5% |
| R | 1817 | 1.2% |
| 3 | 781 | 0.5% |
| 2 | 663 | 0.4% |
| W | 655 | 0.4% |
| 7 | 471 | 0.3% |
| Other values (7) | 823 | 0.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 152259 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 50360 | |
| 1 | 48445 | |
| A | 40368 | |
| I | 5573 | 3.7% |
| P | 2303 | 1.5% |
| R | 1817 | 1.2% |
| 3 | 781 | 0.5% |
| 2 | 663 | 0.4% |
| W | 655 | 0.4% |
| 7 | 471 | 0.3% |
| Other values (7) | 823 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 152259 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 50360 | |
| 1 | 48445 | |
| A | 40368 | |
| I | 5573 | 3.7% |
| P | 2303 | 1.5% |
| R | 1817 | 1.2% |
| 3 | 781 | 0.5% |
| 2 | 663 | 0.4% |
| W | 655 | 0.4% |
| 7 | 471 | 0.3% |
| Other values (7) | 823 | 0.5% |
football_name
Text
MISSING 
| Distinct | 3677 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 79259 |
| Missing (%) | 58.2% |
| Memory size | 1.0 MiB |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 5.4086243 |
| Min length | 2 |
Characters and Unicode
| Total characters | 307675 |
|---|---|
| Distinct characters | 57 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 732 ? |
|---|---|
| Unique (%) | 1.3% |
Sample
| 1st row | Rabih |
|---|---|
| 2nd row | Donnie |
| 3rd row | Tom |
| 4th row | Flozell |
| 5th row | Sam |
| Value | Count | Frequency (%) |
| chris | 1003 | 1.8% |
| mike | 771 | 1.4% |
| brandon | 678 | 1.2% |
| matt | 670 | 1.2% |
| josh | 661 | 1.2% |
| michael | 612 | 1.1% |
| ryan | 598 | 1.0% |
| david | 554 | 1.0% |
| john | 520 | 0.9% |
| jason | 511 | 0.9% |
| Other values (3608) | 50398 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 31229 | 10.1% |
| e | 30347 | 9.9% |
| n | 26881 | 8.7% |
| r | 23495 | 7.6% |
| i | 19470 | 6.3% |
| o | 17989 | 5.8% |
| l | 12740 | 4.1% |
| t | 10509 | 3.4% |
| s | 10102 | 3.3% |
| h | 9710 | 3.2% |
| Other values (47) | 115203 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 307675 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 31229 | 10.1% |
| e | 30347 | 9.9% |
| n | 26881 | 8.7% |
| r | 23495 | 7.6% |
| i | 19470 | 6.3% |
| o | 17989 | 5.8% |
| l | 12740 | 4.1% |
| t | 10509 | 3.4% |
| s | 10102 | 3.3% |
| h | 9710 | 3.2% |
| Other values (47) | 115203 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 307675 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 31229 | 10.1% |
| e | 30347 | 9.9% |
| n | 26881 | 8.7% |
| r | 23495 | 7.6% |
| i | 19470 | 6.3% |
| o | 17989 | 5.8% |
| l | 12740 | 4.1% |
| t | 10509 | 3.4% |
| s | 10102 | 3.3% |
| h | 9710 | 3.2% |
| Other values (47) | 115203 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 307675 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 31229 | 10.1% |
| e | 30347 | 9.9% |
| n | 26881 | 8.7% |
| r | 23495 | 7.6% |
| i | 19470 | 6.3% |
| o | 17989 | 5.8% |
| l | 12740 | 4.1% |
| t | 10509 | 3.4% |
| s | 10102 | 3.3% |
| h | 9710 | 3.2% |
| Other values (47) | 115203 |
draft_number
Real number (ℝ)
MISSING 
| Distinct | 269 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 102533 |
| Missing (%) | 75.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 106.86148 |
| Minimum | 1 |
|---|---|
| Maximum | 329 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 43 |
| median | 97 |
| Q3 | 165 |
| 95-th percentile | 235 |
| Maximum | 329 |
| Range | 328 |
| Interquartile range (IQR) | 122 |
Descriptive statistics
| Standard deviation | 72.572423 |
|---|---|
| Coefficient of variation (CV) | 0.67912614 |
| Kurtosis | -1.0198764 |
| Mean | 106.86148 |
| Median Absolute Deviation (MAD) | 59 |
| Skewness | 0.3505826 |
| Sum | 3591828 |
| Variance | 5266.7566 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 253 | 0.2% |
| 7 | 241 | 0.2% |
| 13 | 231 | 0.2% |
| 6 | 227 | 0.2% |
| 4 | 225 | 0.2% |
| 3 | 219 | 0.2% |
| 9 | 217 | 0.2% |
| 12 | 217 | 0.2% |
| 27 | 216 | 0.2% |
| 8 | 215 | 0.2% |
| Other values (259) | 31351 | 23.0% |
| (Missing) | 102533 |
| Value | Count | Frequency (%) |
| 1 | 253 | |
| 2 | 206 | |
| 3 | 219 | |
| 4 | 225 | |
| 5 | 215 | |
| 6 | 227 | |
| 7 | 241 | |
| 8 | 215 | |
| 9 | 217 | |
| 10 | 214 |
| Value | Count | Frequency (%) |
| 329 | 8 | |
| 326 | 6 | |
| 320 | 1 | < 0.1% |
| 310 | 1 | < 0.1% |
| 291 | 5 | |
| 285 | 4 | |
| 276 | 1 | < 0.1% |
| 262 | 4 | |
| 261 | 5 | |
| 260 | 6 |
| depth_chart_position | draft_club | draft_number | entry_year | espn_id | fantasy_data_id | game_type | gsis_it_id | height | jersey_number | ngs_position | pff_id | position | rookie_year | rotowire_id | season | sleeper_id | status | status_description_abbr | week | weight | yahoo_id | years_exp | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| depth_chart_position | 1.000 | 0.066 | 0.116 | 0.132 | 0.095 | 0.126 | 0.013 | 0.121 | 0.279 | 0.431 | 0.732 | 0.086 | 0.935 | 0.154 | 0.125 | 0.305 | 0.102 | 0.062 | 0.027 | 0.045 | 0.196 | 0.000 | 0.119 |
| draft_club | 0.066 | 1.000 | 0.071 | 0.164 | 0.161 | 0.187 | 0.149 | 0.167 | 0.086 | 0.060 | 0.059 | 0.124 | 0.081 | 0.180 | 0.159 | 0.250 | 0.145 | 0.031 | 0.033 | 0.103 | 0.068 | 0.107 | 0.061 |
| draft_number | 0.116 | 0.071 | 1.000 | 0.117 | 0.188 | 0.224 | 0.021 | 0.250 | -0.069 | 0.002 | 0.111 | 0.232 | 0.093 | 0.117 | 0.235 | 0.046 | 0.238 | 0.045 | 0.049 | -0.037 | -0.034 | 0.248 | -0.187 |
| entry_year | 0.132 | 0.164 | 0.117 | 1.000 | 0.979 | 0.991 | 0.036 | 0.997 | 0.025 | -0.059 | 0.096 | 0.977 | 0.230 | 1.000 | 0.996 | 0.914 | 0.991 | 0.129 | 0.172 | 0.038 | -0.052 | 0.994 | -0.443 |
| espn_id | 0.095 | 0.161 | 0.188 | 0.979 | 1.000 | 0.964 | 0.021 | 0.970 | -0.005 | 0.049 | 0.064 | 0.964 | 0.176 | 0.979 | 0.974 | 0.760 | 0.965 | 0.113 | 0.158 | 0.073 | -0.040 | 0.968 | -0.379 |
| fantasy_data_id | 0.126 | 0.187 | 0.224 | 0.991 | 0.964 | 1.000 | 0.019 | 0.993 | -0.017 | 0.057 | 0.101 | 0.972 | 0.193 | 0.991 | 0.990 | 0.707 | 0.995 | 0.102 | 0.133 | 0.071 | -0.042 | 0.990 | -0.373 |
| game_type | 0.013 | 0.149 | 0.021 | 0.036 | 0.021 | 0.019 | 1.000 | 0.055 | 0.005 | 0.000 | 0.000 | 0.014 | 0.009 | 0.021 | 0.032 | 0.020 | 0.035 | 0.073 | 0.065 | 0.605 | 0.000 | 0.000 | 0.020 |
| gsis_it_id | 0.121 | 0.167 | 0.250 | 0.997 | 0.970 | 0.993 | 0.055 | 1.000 | -0.004 | -0.013 | 0.090 | 0.972 | 0.210 | 0.997 | 0.995 | 0.797 | 0.995 | 0.113 | 0.171 | -0.045 | -0.075 | 0.999 | -0.506 |
| height | 0.279 | 0.086 | -0.069 | 0.025 | -0.005 | -0.017 | 0.005 | -0.004 | 1.000 | 0.221 | 0.385 | 0.001 | 0.260 | 0.025 | 0.005 | 0.131 | -0.013 | 0.026 | 0.034 | 0.011 | 0.742 | -0.025 | 0.034 |
| jersey_number | 0.431 | 0.060 | 0.002 | -0.059 | 0.049 | 0.057 | 0.000 | -0.013 | 0.221 | 1.000 | 0.616 | 0.073 | 0.512 | -0.059 | 0.055 | 0.778 | 0.038 | 0.116 | 0.074 | -0.002 | 0.415 | 0.034 | 0.005 |
| ngs_position | 0.732 | 0.059 | 0.111 | 0.096 | 0.064 | 0.101 | 0.000 | 0.090 | 0.385 | 0.616 | 1.000 | 0.057 | 0.765 | 0.118 | 0.153 | 1.000 | 0.068 | 1.000 | 0.000 | 0.000 | 0.161 | 0.000 | 0.108 |
| pff_id | 0.086 | 0.124 | 0.232 | 0.977 | 0.964 | 0.972 | 0.014 | 0.972 | 0.001 | 0.073 | 0.057 | 1.000 | 0.108 | 0.977 | 0.975 | 0.745 | 0.967 | 0.102 | 0.157 | 0.084 | -0.029 | 0.972 | -0.373 |
| position | 0.935 | 0.081 | 0.093 | 0.230 | 0.176 | 0.193 | 0.009 | 0.210 | 0.260 | 0.512 | 0.765 | 0.108 | 1.000 | 0.289 | 0.182 | 0.251 | 0.157 | 0.037 | 0.095 | 0.099 | 0.155 | 0.060 | 0.090 |
| rookie_year | 0.154 | 0.180 | 0.117 | 1.000 | 0.979 | 0.991 | 0.021 | 0.997 | 0.025 | -0.059 | 0.118 | 0.977 | 0.289 | 1.000 | 0.996 | 0.914 | 0.991 | 0.157 | 0.168 | 0.038 | -0.052 | 0.994 | -0.442 |
| rotowire_id | 0.125 | 0.159 | 0.235 | 0.996 | 0.974 | 0.990 | 0.032 | 0.995 | 0.005 | 0.055 | 0.153 | 0.975 | 0.182 | 0.996 | 1.000 | 0.788 | 0.990 | 0.108 | 0.144 | 0.048 | -0.041 | 0.992 | -0.429 |
| season | 0.305 | 0.250 | 0.046 | 0.914 | 0.760 | 0.707 | 0.020 | 0.797 | 0.131 | 0.778 | 1.000 | 0.745 | 0.251 | 0.914 | 0.788 | 1.000 | 0.760 | 0.167 | 0.270 | 0.044 | 0.267 | 0.745 | -0.076 |
| sleeper_id | 0.102 | 0.145 | 0.238 | 0.991 | 0.965 | 0.995 | 0.035 | 0.995 | -0.013 | 0.038 | 0.068 | 0.967 | 0.157 | 0.991 | 0.990 | 0.760 | 1.000 | 0.102 | 0.141 | 0.041 | -0.056 | 0.991 | -0.441 |
| status | 0.062 | 0.031 | 0.045 | 0.129 | 0.113 | 0.102 | 0.073 | 0.113 | 0.026 | 0.116 | 1.000 | 0.102 | 0.037 | 0.157 | 0.108 | 0.167 | 0.102 | 1.000 | 0.545 | 0.175 | 0.030 | 0.000 | 0.057 |
| status_description_abbr | 0.027 | 0.033 | 0.049 | 0.172 | 0.158 | 0.133 | 0.065 | 0.171 | 0.034 | 0.074 | 0.000 | 0.157 | 0.095 | 0.168 | 0.144 | 0.270 | 0.141 | 0.545 | 1.000 | 0.155 | 0.044 | 0.000 | 0.055 |
| week | 0.045 | 0.103 | -0.037 | 0.038 | 0.073 | 0.071 | 0.605 | -0.045 | 0.011 | -0.002 | 0.000 | 0.084 | 0.099 | 0.038 | 0.048 | 0.044 | 0.041 | 0.175 | 0.155 | 1.000 | 0.017 | 0.014 | 0.028 |
| weight | 0.196 | 0.068 | -0.034 | -0.052 | -0.040 | -0.042 | 0.000 | -0.075 | 0.742 | 0.415 | 0.161 | -0.029 | 0.155 | -0.052 | -0.041 | 0.267 | -0.056 | 0.030 | 0.044 | 0.017 | 1.000 | -0.063 | 0.065 |
| yahoo_id | 0.000 | 0.107 | 0.248 | 0.994 | 0.968 | 0.990 | 0.000 | 0.999 | -0.025 | 0.034 | 0.000 | 0.972 | 0.060 | 0.994 | 0.992 | 0.745 | 0.991 | 0.000 | 0.000 | 0.014 | -0.063 | 1.000 | -0.421 |
| years_exp | 0.119 | 0.061 | -0.187 | -0.443 | -0.379 | -0.373 | 0.020 | -0.506 | 0.034 | 0.005 | 0.108 | -0.373 | 0.090 | -0.442 | -0.429 | -0.076 | -0.441 | 0.057 | 0.055 | 0.028 | 0.065 | -0.421 | 1.000 |
| season | team | position | depth_chart_position | jersey_number | status | full_name | first_name | last_name | birth_date | height | weight | college | gsis_id | espn_id | sportradar_id | yahoo_id | rotowire_id | pff_id | pfr_id | fantasy_data_id | sleeper_id | years_exp | headshot_url | esb_id | gsis_it_id | smart_id | entry_year | rookie_year | draft_club | ngs_position | week | game_type | status_description_abbr | football_name | draft_number | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1920 | AKR | DL | E | 0.0 | ACT | Scotty Bierce | Bruce | Bierce | 1896-09-03 | 69.0 | 164.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | https://static.www.nfl.com/image/private/f_auto,q_auto/league/fdvmtlugumgyrxww1uzu | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | 1920 | AKR | DL | E | 0.0 | ACT | Budge Garrett | Alfred | Garrett | 1893-04-17 | 69.0 | 200.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | https://static.www.nfl.com/image/private/f_auto,q_auto/league/sdjs03sggqwf0ca8qhzp | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | 1920 | AKR | DL | E | 0.0 | ACT | George Johnson | George | Johnson | 1895-07-22 | 73.0 | 205.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | https://static.www.nfl.com/image/private/f_auto,q_auto/league/fahqn7dy7n3kvwcrx0do | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 3 | 1920 | AKR | DL | DG | 0.0 | ACT | Al Nesser | Alfred | Nesser | 1893-06-06 | 72.0 | 195.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | https://static.www.nfl.com/image/private/f_auto,q_auto/league/xew88uwps7tcuzhzpn99 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | 1920 | AKR | DL | DG | 0.0 | ACT | Tommy Tomlin | John | Tomlin | 1893-09-25 | 70.0 | 197.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | https://static.www.nfl.com/image/private/f_auto,q_auto/league/xocsljjtywb3nkms16la | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 5 | 1920 | AKR | OL | C | 0.0 | ACT | Russ Bailey | Russell | Bailey | 1897-10-17 | 71.0 | 183.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | https://static.www.nfl.com/image/private/f_auto,q_auto/league/klfi59kqrwjaaim0ygnc | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 6 | 1920 | AKR | OL | G | 0.0 | ACT | George Brown | George | Brown | 1894-08-13 | NaN | 190.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | https://static.www.nfl.com/image/private/f_auto,q_auto/league/bxvgxb33viw7hyirla7w | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 7 | 1920 | AKR | OL | G | 0.0 | ACT | Alf Cobb | Alfred | Cobb | 1893-06-07 | 71.0 | 210.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | https://static.www.nfl.com/image/private/f_auto,q_auto/league/bigbgkzk5ifmfkhiqpe3 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 8 | 1920 | AKR | OL | OT | 0.0 | ACT | Pike Johnson | Karl | Johnson | 1896-05-02 | 71.0 | 185.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | https://static.www.nfl.com/image/private/f_auto,q_auto/league/lmqp5iktjgudp9bd4ksf | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9 | 1920 | AKR | OL | G | 0.0 | ACT | Frank Moran | Frank | Moran | 1891-10-17 | 76.0 | 285.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | https://static.www.nfl.com/image/private/f_auto,q_auto/league/dhndsd8zkns7ifotqw8l | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| season | team | position | depth_chart_position | jersey_number | status | full_name | first_name | last_name | birth_date | height | weight | college | gsis_id | espn_id | sportradar_id | yahoo_id | rotowire_id | pff_id | pfr_id | fantasy_data_id | sleeper_id | years_exp | headshot_url | esb_id | gsis_it_id | smart_id | entry_year | rookie_year | draft_club | ngs_position | week | game_type | status_description_abbr | football_name | draft_number | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 136135 | 2024 | MIA | LB | LB | 50.0 | RES | Mohamed Kamara | Mohamed | Kamara | NaN | NaN | 250.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | 57279.0 | NaN | 2024.0 | 2024.0 | MIA | NaN | 1.0 | REG | R09 | Mohamed | 158.0 |
| 136136 | 2024 | CHI | WR | WR | 15.0 | RES | Rome Odunze | Rome | Odunze | NaN | NaN | 215.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | 57130.0 | NaN | 2024.0 | 2024.0 | CHI | NaN | 1.0 | REG | R09 | Rome | 9.0 |
| 136137 | 2024 | BUF | DB | DB | 25.0 | RES | Daequan Hardy | Daequan | Hardy | NaN | NaN | 178.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | 57339.0 | NaN | 2024.0 | 2024.0 | BUF | NaN | 1.0 | REG | R09 | Daequan | 219.0 |
| 136138 | 2024 | CIN | DL | DT | 90.0 | RES | Kris Jenkins | Kris | Jenkins | NaN | NaN | 305.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | 57170.0 | NaN | 2024.0 | 2024.0 | CIN | NaN | 1.0 | REG | R09 | Kris | 49.0 |
| 136139 | 2024 | JAX | DL | DT | 94.0 | RES | Maason Smith | Maason | Smith | NaN | NaN | 315.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | 57169.0 | NaN | 2024.0 | 2024.0 | JAX | NaN | 1.0 | REG | R09 | Maason | 48.0 |
| 136140 | 2024 | DET | DB | DB | NaN | RES | Terrion Arnold | Terrion | Arnold | NaN | NaN | 196.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | 57145.0 | NaN | 2024.0 | 2024.0 | DET | NaN | 1.0 | REG | R09 | Terrion | 24.0 |
| 136141 | 2024 | PIT | OL | T | 76.0 | RES | Troy Fautanu | Troy | Fautanu | NaN | NaN | 317.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | 57141.0 | NaN | 2024.0 | 2024.0 | PIT | NaN | 1.0 | REG | R09 | Troy | 20.0 |
| 136142 | 2024 | GB | OL | T | 77.0 | RES | Jordan Morgan | Jordan | Morgan | NaN | NaN | 320.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | 57146.0 | NaN | 2024.0 | 2024.0 | GB | NaN | 1.0 | REG | R09 | Jordan | 25.0 |
| 136143 | 2024 | NE | LB | LB | NaN | E14 | Jotham Russell | Jotham | Russell | NaN | NaN | 235.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | 57850.0 | NaN | 2024.0 | 2024.0 | NaN | NaN | 1.0 | REG | E14 | Jotham | NaN |
| 136144 | 2024 | KC | WR | WR | 1.0 | RES | Xavier Worthy | Xavier | Worthy | NaN | NaN | 172.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.0 | NaN | NaN | 57149.0 | NaN | 2024.0 | 2024.0 | KC | NaN | 1.0 | REG | R09 | Xavier | 28.0 |